schedule_lite.json

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            "Bo Zhang"
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            "Terry Koo",
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            "Aleks Zlateski",
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        "type": "Poster",
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        "title": "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks",
        "authors": [
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            "Kaiming He",
            "Ross Girshick",
            "Jian Sun"
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        "type": "Poster",
        "title": "Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis",
        "authors": [
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            "Scott E Reed",
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        "title": "Exploring Models and Data for Image Question Answering",
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            "Ryan Kiros",
            "Richard Zemel"
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        "authors": [
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            "Junhua Mao",
            "Jie Zhou",
            "Zhiheng Huang",
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            "Wei Xu"
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        "type": "Poster",
        "title": "Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation",
        "authors": [
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            "Wonmin Byeon",
            "Marcus Liwicki",
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        "type": "Poster",
        "title": "Learning From Small Samples: An Analysis of Simple Decision Heuristics",
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            "Marcus Buckmann"
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        "type": "Poster",
        "title": "3D Object Proposals for Accurate Object Class Detection",
        "authors": [
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            "Kaustav Kundu",
            "Yukun Zhu",
            "Andrew G Berneshawi",
            "Huimin Ma",
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            "Raquel Urtasun"
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        "id": "maincard_5726",
        "type": "Poster",
        "title": "The Poisson Gamma Belief Network",
        "authors": [
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            "Yulai Cong",
            "Bo Chen"
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        "type": "Poster",
        "title": "Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data",
        "authors": [
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            "Michael Eickenberg",
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        "title": "BinaryConnect: Training Deep Neural Networks with binary weights during propagations",
        "authors": [
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            "Yoshua Bengio",
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        "title": "Learning to Transduce with Unbounded Memory",
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            "Mustafa Suleyman",
            "Phil Blunsom"
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        "id": "maincard_5674",
        "type": "Poster",
        "title": "Spectral Representations for Convolutional Neural Networks",
        "authors": [
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            "Jasper Snoek",
            "Ryan P Adams"
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        "id": "maincard_5678",
        "type": "Poster",
        "title": "A Theory of Decision Making Under Dynamic Context",
        "authors": [
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            "Vaibhav Srivastava",
            "Jonathan D Cohen"
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        "id": "maincard_5531",
        "type": "Poster",
        "title": "Bidirectional Recurrent Neural Networks as Generative Models",
        "authors": [
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            "Tapani Raiko",
            "Mikko Honkala",
            "Leo Kärkkäinen",
            "Akos Vetek",
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        "room": "210 C #19"
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        "id": "maincard_5677",
        "type": "Poster",
        "title": "Recognizing retinal ganglion cells in the dark",
        "authors": [
            "Emile Richard",
            "Georges A Goetz",
            "E. J. Chichilnisky"
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        "title": "A Recurrent Latent Variable Model for Sequential Data",
        "authors": [
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            "Kyle Kastner",
            "Laurent Dinh",
            "Kratarth Goel",
            "Aaron C Courville",
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        "start": "2015-12-08T00:00:00.000Z",
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        "id": "maincard_5500",
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            "Surya Ganguli",
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        "title": "Deep Temporal Sigmoid Belief Networks for Sequence Modeling",
        "authors": [
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            "Chunyuan Li",
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        "type": "Poster",
        "title": "Calibrated Structured Prediction",
        "authors": [
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        "title": "A Bayesian Framework for Modeling Confidence in Perceptual Decision Making",
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        "title": "Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation",
        "authors": [
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        "title": "Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models",
        "authors": [
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        "title": "Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis",
        "authors": [
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            "Kim-Han Thung",
            "Le An",
            "Feng Shi",
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        "title": "Learning spatiotemporal trajectories from manifold-valued longitudinal data",
        "authors": [
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            "Stéphanie ALLASSONNIERE",
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        "title": "Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks",
        "authors": [
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            "Chandra Dhir",
            "Jaehyung Lee"
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        "type": "Poster",
        "title": "Scalable Inference for Gaussian Process Models with Black-Box Likelihoods",
        "authors": [
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            "Edwin Bonilla",
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        "type": "Poster",
        "title": "Variational Dropout and the Local Reparameterization Trick",
        "authors": [
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            "Tim Salimans",
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        "type": "Poster",
        "title": "Infinite Factorial Dynamical Model",
        "authors": [
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            "Francisco J. R. Ruiz",
            "Lennart Svensson",
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        "title": "Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning",
        "authors": [
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            "Danilo Jimenez Rezende"
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        "type": "Poster",
        "title": "Copula variational inference",
        "authors": [
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            "David Blei",
            "Edo M Airoldi"
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        "type": "Poster",
        "title": "Fast Second Order Stochastic Backpropagation for Variational Inference",
        "authors": [
            "Kai Fan",
            "Ziteng Wang",
            "Jeff Beck",
            "James Kwok",
            "Katherine A Heller"
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        "id": "maincard_5501",
        "type": "Poster",
        "title": "Rethinking LDA: Moment Matching for Discrete ICA",
        "authors": [
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            "Francis Bach",
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        "id": "maincard_5768",
        "type": "Poster",
        "title": "Model-Based Relative Entropy Stochastic Search",
        "authors": [
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            "Rudolf Lioutikov",
            "Jan R Peters",
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            "Luis Pualo Reis",
            "Gerhard Neumann"
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        "type": "Poster",
        "title": "Supervised Learning for Dynamical System Learning",
        "authors": [
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            "Carlton Downey",
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        "id": "maincard_5775",
        "type": "Poster",
        "title": "Expectation Particle Belief Propagation",
        "authors": [
            "Thibaut Lienart",
            "Yee Whye Teh",
            "Arnaud Doucet"
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        "start": "2015-12-08T00:00:00.000Z",
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        "id": "maincard_5770",
        "type": "Poster",
        "title": "Embedding Inference for Structured Multilabel Prediction",
        "authors": [
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            "Siamak Ravanbakhsh",
            "Nan Ding",
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        "id": "maincard_5655",
        "type": "Poster",
        "title": "Tractable Learning for Complex Probability Queries",
        "authors": [
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            "Guy Van den Broeck",
            "Arthur Choi",
            "Adnan Darwiche",
            "Jesse Davis"
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        "id": "maincard_5455",
        "type": "Poster",
        "title": "Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing",
        "authors": [
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        "id": "maincard_5497",
        "type": "Poster",
        "title": "Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability",
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            "Prashant Doshi"
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        "type": "Invited Talk",
        "title": "Probabilistic Machine Learning: Foundations and Frontiers",
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        "type": "Oral",
        "title": "Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition",
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            "Christopher Musco"
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        "type": "Spotlight",
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        "authors": [
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            "Sung-Soo Ahn",
            "Sejun Park",
            "Misha Chertkov",
            "Jinwoo Shin"
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        "type": "Spotlight",
        "title": "Super-Resolution Off the Grid",
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        "type": "Spotlight",
        "title": "b-bit Marginal Regression",
        "authors": [
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            "Ping Li"
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        "id": "maincard_5449",
        "type": "Spotlight",
        "title": "LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements",
        "authors": [
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            "Ehsan Abbasi",
            "Babak Hassibi"
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        "type": "Spotlight",
        "title": "Optimal Rates for Random Fourier Features",
        "authors": [
            "Bharath Sriperumbudur",
            "Zoltan Szabo"
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        "id": "maincard_5443",
        "type": "Spotlight",
        "title": "Submodular Hamming Metrics",
        "authors": [
            "Jennifer Gillenwater",
            "Rishabh K Iyer",
            "Bethany Lusch",
            "Rahul Kidambi",
            "Jeff A Bilmes"
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        "id": "maincard_5396",
        "type": "Spotlight",
        "title": "Top-k Multiclass SVM",
        "authors": [
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            "Matthias Hein",
            "Bernt Schiele"
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        "id": "maincard_5792",
        "type": "Break",
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        "type": "Oral",
        "title": "Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems",
        "authors": [
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            "Emmanuel Candes"
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        "id": "maincard_5382",
        "type": "Oral",
        "title": "Sampling from Probabilistic Submodular Models",
        "authors": [
            "Alkis Gotovos",
            "Hamed Hassani",
            "Andreas Krause"
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        "end": "2015-12-08T16:35:00.000Z",
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    {
        "id": "maincard_5415",
        "type": "Spotlight",
        "title": "Distributionally Robust Logistic Regression",
        "authors": [
            "Soroosh Shafieezadeh Abadeh",
            "Peyman Esfahani",
            "Daniel Kuhn"
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        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5423",
        "type": "Spotlight",
        "title": "On some provably correct cases of variational inference for topic models",
        "authors": [
            "Pranjal Awasthi",
            "Andrej Risteski"
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        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5395",
        "type": "Spotlight",
        "title": "Extending Gossip Algorithms to Distributed Estimation of U-statistics",
        "authors": [
            "Igor Colin",
            "Aurélien Bellet",
            "Joseph Salmon",
            "Stéphan Clémençon"
        ],
        "start": "2015-12-08T16:35:00.000Z",
        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5446",
        "type": "Spotlight",
        "title": "The Self-Normalized Estimator for Counterfactual Learning",
        "authors": [
            "Adith Swaminathan",
            "Thorsten Joachims"
        ],
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        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5407",
        "type": "Spotlight",
        "title": "Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees",
        "authors": [
            "François-Xavier Briol",
            "Chris Oates",
            "Mark Girolami",
            "Michael A Osborne"
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        "start": "2015-12-08T16:35:00.000Z",
        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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        "id": "maincard_5408",
        "type": "Spotlight",
        "title": "Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma",
        "authors": [
            "Murat A. Erdogdu"
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        "start": "2015-12-08T16:35:00.000Z",
        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5434",
        "type": "Spotlight",
        "title": "Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization",
        "authors": [
            "Xiangru Lian",
            "Yijun Huang",
            "Yuncheng Li",
            "Ji Liu"
        ],
        "start": "2015-12-08T16:35:00.000Z",
        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5439",
        "type": "Spotlight",
        "title": "Distributed Submodular Cover: Succinctly Summarizing Massive Data",
        "authors": [
            "Baharan Mirzasoleiman",
            "Amin Karbasi",
            "Ashwinkumar Badanidiyuru",
            "Andreas Krause"
        ],
        "start": "2015-12-08T16:35:00.000Z",
        "end": "2015-12-08T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5795",
        "type": "Break",
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        "end": "2015-12-08T19:00:00.000Z",
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    {
        "id": "maincard_4893",
        "type": "Invited Talk",
        "title": "Incremental Methods for Additive Cost Convex Optimization",
        "authors": [
            "Asuman Ozdaglar"
        ],
        "start": "2015-12-08T19:00:00.000Z",
        "end": "2015-12-08T19:50:00.000Z",
        "room": "Level 2 room 210 AB"
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    {
        "id": "maincard_5373",
        "type": "Oral",
        "title": "Probabilistic Line Searches for Stochastic Optimization",
        "authors": [
            "Maren Mahsereci",
            "Philipp Hennig"
        ],
        "start": "2015-12-08T19:50:00.000Z",
        "end": "2015-12-08T20:30:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5383",
        "type": "Oral",
        "title": "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution",
        "authors": [
            "Mehrdad Farajtabar",
            "Yichen Wang",
            "Manuel Rodriguez",
            "Shuang Li",
            "Hongyuan Zha",
            "Le Song"
        ],
        "start": "2015-12-08T19:50:00.000Z",
        "end": "2015-12-08T20:30:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5412",
        "type": "Spotlight",
        "title": "Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes",
        "authors": [
            "Ryan J Giordano",
            "Tamara Broderick",
            "Michael I Jordan"
        ],
        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5454",
        "type": "Spotlight",
        "title": "Latent Bayesian melding for integrating individual and population models",
        "authors": [
            "Mingjun Zhong",
            "Nigel Goddard",
            "Charles Sutton"
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        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5442",
        "type": "Spotlight",
        "title": "Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width",
        "authors": [
            "Christopher M De Sa",
            "Ce Zhang",
            "Kunle Olukotun",
            "Christopher Ré",
            "Chris Ré"
        ],
        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5397",
        "type": "Spotlight",
        "title": "Automatic Variational Inference in Stan",
        "authors": [
            "Alp Kucukelbir",
            "Rajesh Ranganath",
            "Andrew Gelman",
            "David Blei"
        ],
        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
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    {
        "id": "maincard_5447",
        "type": "Spotlight",
        "title": "Data Generation as Sequential Decision Making",
        "authors": [
            "Philip Bachman",
            "Doina Precup"
        ],
        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5425",
        "type": "Spotlight",
        "title": "Stochastic Expectation Propagation",
        "authors": [
            "Yingzhen Li",
            "José Miguel Hernández-Lobato",
            "Richard E Turner"
        ],
        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
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        "id": "maincard_5400",
        "type": "Spotlight",
        "title": "Deep learning with Elastic Averaging SGD",
        "authors": [
            "Sixin Zhang",
            "Anna E Choromanska",
            "Yann LeCun"
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        "start": "2015-12-08T20:30:00.000Z",
        "end": "2015-12-08T21:00:00.000Z",
        "room": "Room 210 A"
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        "id": "maincard_5798",
        "type": "Break",
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        "end": "2015-12-08T21:30:00.000Z",
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    {
        "id": "maincard_5384",
        "type": "Oral",
        "title": "Competitive Distribution Estimation: Why is Good-Turing Good",
        "authors": [
            "Alon Orlitsky",
            "Ananda Theertha Suresh"
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        "start": "2015-12-08T21:30:00.000Z",
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        "id": "maincard_5386",
        "type": "Oral",
        "title": "Fast Convergence of Regularized Learning in Games",
        "authors": [
            "Vasilis Syrgkanis",
            "Alekh Agarwal",
            "Haipeng Luo",
            "Robert Schapire"
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        "end": "2015-12-08T22:30:00.000Z",
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        "id": "maincard_5387",
        "type": "Oral",
        "title": "Interactive Control of Diverse Complex Characters with Neural Networks",
        "authors": [
            "Igor Mordatch",
            "Kendall Lowrey",
            "Galen Andrew",
            "Zoran Popovic",
            "Emanuel Todorov"
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        "start": "2015-12-08T21:30:00.000Z",
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        "id": "maincard_5437",
        "type": "Spotlight",
        "title": "The Human Kernel",
        "authors": [
            "Andrew G Wilson",
            "Christoph Dann",
            "Chris Lucas",
            "Eric P Xing"
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        "start": "2015-12-08T22:30:00.000Z",
        "end": "2015-12-08T23:00:00.000Z",
        "room": "Room 210 A"
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        "id": "maincard_5390",
        "type": "Spotlight",
        "title": "On the Pseudo-Dimension of Nearly Optimal Auctions",
        "authors": [
            "Jamie H Morgenstern",
            "Tim Roughgarden"
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        "end": "2015-12-08T23:00:00.000Z",
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        "id": "maincard_5421",
        "type": "Spotlight",
        "title": "High-dimensional neural spike train analysis with generalized count linear dynamical systems",
        "authors": [
            "YUANJUN GAO",
            "Lars Busing",
            "Krishna V Shenoy",
            "John Cunningham"
        ],
        "start": "2015-12-08T22:30:00.000Z",
        "end": "2015-12-08T23:00:00.000Z",
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        "id": "maincard_5394",
        "type": "Spotlight",
        "title": "Measuring Sample Quality with Stein's Method",
        "authors": [
            "Jackson Gorham",
            "Lester Mackey"
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        "start": "2015-12-08T22:30:00.000Z",
        "end": "2015-12-08T23:00:00.000Z",
        "room": "Room 210 A"
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        "id": "maincard_5418",
        "type": "Spotlight",
        "title": "Biologically Inspired Dynamic Textures for Probing Motion Perception",
        "authors": [
            "Jonathan Vacher",
            "Andrew Isaac Meso",
            "Laurent U Perrinet",
            "Gabriel Peyré"
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        "id": "maincard_5445",
        "type": "Spotlight",
        "title": "Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings ",
        "authors": [
            "Piyush Rai",
            "Changwei Hu",
            "Ricardo Henao",
            "Lawrence Carin"
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        "id": "maincard_5399",
        "type": "Spotlight",
        "title": "Closed-form Estimators for High-dimensional Generalized Linear Models",
        "authors": [
            "Eunho Yang",
            "Aurelie C Lozano",
            "Pradeep K Ravikumar"
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        "start": "2015-12-08T22:30:00.000Z",
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    {
        "id": "maincard_5452",
        "type": "Spotlight",
        "title": "Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels",
        "authors": [
            "Felipe Tobar",
            "Thang Bui",
            "Richard E Turner"
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        "start": "2015-12-08T22:30:00.000Z",
        "end": "2015-12-08T23:00:00.000Z",
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    {
        "id": "maincard_5777",
        "type": "Demonstration",
        "title": "An interactive system for the extraction of meaningful visualizations from high-dimensional data",
        "authors": [
            "Madalina Fiterau",
            "Artur Dubrawski",
            "Donghan Wang"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
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        "id": "maincard_5778",
        "type": "Demonstration",
        "title": "Claudico: The World's Strongest No-Limit Texas Hold'em Poker AI",
        "authors": [
            "Noam Brown",
            "Tuomas Sandholm"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
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    {
        "id": "maincard_5781",
        "type": "Demonstration",
        "title": "Deep Learning using Approximate Hardware",
        "authors": [
            "Joseph Bates"
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        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
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        "id": "maincard_5787",
        "type": "Demonstration",
        "title": "Vitruvian Science: a visual editor for quickly building neural networks in the cloud",
        "authors": [
            "Markus Beissinger",
            "Sherjil Ozair"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
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        "id": "maincard_5783",
        "type": "Demonstration",
        "title": "Fast sampling with neuromorphic hardware",
        "authors": [
            "Mihai A Petrovici",
            "David Stöckel",
            "Ilja Bytschok",
            "Johannes Bill",
            "Thomas Pfeil",
            "Johannes Schemmel",
            "Karlheinz Meier"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
    },
    {
        "id": "maincard_5782",
        "type": "Demonstration",
        "title": "DIANNE - Distributed Artificial Neural Networks",
        "authors": [
            "Steven Bohez",
            "Tim Verbelen"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:55:00.000Z",
        "room": "210D"
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    {
        "id": "maincard_5588",
        "type": "Poster",
        "title": "Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks",
        "authors": [
            "Emily L Denton",
            "Rob Fergus",
            "arthur szlam",
            "Soumith Chintala"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #1"
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    {
        "id": "maincard_5536",
        "type": "Poster",
        "title": "Shepard Convolutional Neural Networks",
        "authors": [
            "Jimmy SJ Ren",
            "Li Xu",
            "Qiong Yan",
            "Wenxiu Sun"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #2"
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    {
        "id": "maincard_5763",
        "type": "Poster",
        "title": "Learning Structured Output Representation using Deep Conditional Generative Models",
        "authors": [
            "Kihyuk Sohn",
            "Honglak Lee",
            "Xinchen Yan"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #3"
    },
    {
        "id": "maincard_5461",
        "type": "Poster",
        "title": "Expressing an Image Stream with a Sequence of Natural Sentences",
        "authors": [
            "Cesc C Park",
            "Gunhee Kim"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #4"
    },
    {
        "id": "maincard_5625",
        "type": "Poster",
        "title": "Visalogy: Answering Visual Analogy Questions",
        "authors": [
            "Fereshteh Sadeghi",
            "C. Lawrence Zitnick",
            "Ali Farhadi"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #5"
    },
    {
        "id": "maincard_5473",
        "type": "Poster",
        "title": "Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution",
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        "title": "Data Generation as Sequential Decision Making",
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        "type": "Poster",
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        "authors": [
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        "type": "Poster",
        "title": "Top-k Multiclass SVM",
        "authors": [
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            "Bernt Schiele"
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        "id": "maincard_5822",
        "type": "Poster",
        "title": "Measuring Sample Quality with Stein's Method",
        "authors": [
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            "Lester Mackey"
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        "id": "maincard_5823",
        "type": "Poster",
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        "authors": [
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            "Yijun Huang",
            "Yuncheng Li",
            "Ji Liu"
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        "id": "maincard_5824",
        "type": "Poster",
        "title": "Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems",
        "authors": [
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            "Emmanuel Candes"
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        "id": "maincard_5825",
        "type": "Poster",
        "title": "Distributed Submodular Cover: Succinctly Summarizing Massive Data",
        "authors": [
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            "Amin Karbasi",
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        "id": "maincard_5462",
        "type": "Poster",
        "title": "Parallel Correlation Clustering on Big Graphs",
        "authors": [
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            "Dimitris Papailiopoulos",
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        "id": "maincard_5582",
        "type": "Poster",
        "title": "Fast Bidirectional Probability Estimation in Markov Models",
        "authors": [
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        "id": "maincard_5573",
        "type": "Poster",
        "title": "Evaluating the statistical significance of biclusters",
        "authors": [
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            "Yuekai Sun",
            "Jonathan E Taylor"
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        "id": "maincard_5604",
        "type": "Poster",
        "title": "Regularization Path of Cross-Validation Error Lower Bounds",
        "authors": [
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            "Yoshiki Suzuki",
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        "id": "maincard_5826",
        "type": "Poster",
        "title": "Sampling from Probabilistic Submodular Models",
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        "id": "maincard_5827",
        "type": "Poster",
        "title": "Submodular Hamming Metrics",
        "authors": [
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            "Rishabh K Iyer",
            "Bethany Lusch",
            "Rahul Kidambi",
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    {
        "id": "maincard_5828",
        "type": "Poster",
        "title": "Extending Gossip Algorithms to Distributed Estimation of U-statistics",
        "authors": [
            "Igor Colin",
            "Aurélien Bellet",
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    {
        "id": "maincard_5829",
        "type": "Poster",
        "title": "Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma",
        "authors": [
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        "id": "maincard_5628",
        "type": "Poster",
        "title": "Collaboratively Learning Preferences from Ordinal Data",
        "authors": [
            "Sewoong Oh",
            "Kiran K Thekumparampil",
            "Jiaming Xu"
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        "id": "maincard_5548",
        "type": "Poster",
        "title": "SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk",
        "authors": [
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    {
        "id": "maincard_5557",
        "type": "Poster",
        "title": "Alternating Minimization for Regression Problems with Vector-valued Outputs",
        "authors": [
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            "Ambuj Tewari"
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    {
        "id": "maincard_5694",
        "type": "Poster",
        "title": "On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants",
        "authors": [
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            "Ahmed Hefny",
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    {
        "id": "maincard_5614",
        "type": "Poster",
        "title": "Subset Selection by Pareto Optimization",
        "authors": [
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            "Yang Yu",
            "Zhi-Hua Zhou"
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    {
        "id": "maincard_5731",
        "type": "Poster",
        "title": "Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm",
        "authors": [
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            "Ryota Tomioka"
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    {
        "id": "maincard_5830",
        "type": "Poster",
        "title": "Minimum Weight Perfect Matching via Blossom Belief Propagation",
        "authors": [
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    {
        "id": "maincard_5831",
        "type": "Poster",
        "title": "b-bit Marginal Regression",
        "authors": [
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            "Ping Li"
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        "start": "2015-12-09T00:00:00.000Z",
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    {
        "id": "maincard_5832",
        "type": "Poster",
        "title": "LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements",
        "authors": [
            "CHRISTOS THRAMPOULIDIS",
            "Ehsan Abbasi",
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    {
        "id": "maincard_5833",
        "type": "Poster",
        "title": "Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition",
        "authors": [
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            "Christopher Musco"
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    {
        "id": "maincard_5834",
        "type": "Poster",
        "title": "On the Pseudo-Dimension of Nearly Optimal Auctions",
        "authors": [
            "Jamie H Morgenstern",
            "Tim Roughgarden"
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        "start": "2015-12-09T00:00:00.000Z",
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    {
        "id": "maincard_5835",
        "type": "Poster",
        "title": "Closed-form Estimators for High-dimensional Generalized Linear Models",
        "authors": [
            "Eunho Yang",
            "Aurelie C Lozano",
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    {
        "id": "maincard_5698",
        "type": "Poster",
        "title": "Fast, Provable Algorithms for Isotonic Regression in all L_p-norms",
        "authors": [
            "Rasmus Kyng",
            "Anup Rao",
            "Sushant Sachdeva"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #86"
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    {
        "id": "maincard_5758",
        "type": "Poster",
        "title": "Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization",
        "authors": [
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            "Zaid Harchaoui"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #87"
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    {
        "id": "maincard_5836",
        "type": "Poster",
        "title": "Competitive Distribution Estimation: Why is Good-Turing Good",
        "authors": [
            "Alon Orlitsky",
            "Ananda Theertha Suresh"
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        "start": "2015-12-09T00:00:00.000Z",
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        "room": "210 C #88"
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    {
        "id": "maincard_5734",
        "type": "Poster",
        "title": "A Universal Primal-Dual Convex Optimization Framework",
        "authors": [
            "Alp Yurtsever",
            "Quoc Tran Dinh",
            "Volkan Cevher"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #89"
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    {
        "id": "maincard_5707",
        "type": "Poster",
        "title": "Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning",
        "authors": [
            "Christoph Dann",
            "Emma Brunskill"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #90"
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    {
        "id": "maincard_5577",
        "type": "Poster",
        "title": "Private Graphon Estimation for Sparse Graphs",
        "authors": [
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            "Jennifer Chayes",
            "Adam Smith"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #91"
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    {
        "id": "maincard_5491",
        "type": "Poster",
        "title": "HONOR: Hybrid Optimization for NOn-convex Regularized problems",
        "authors": [
            "Pinghua Gong",
            "Jieping Ye"
        ],
        "start": "2015-12-09T00:00:00.000Z",
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    {
        "id": "maincard_5465",
        "type": "Poster",
        "title": "A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements",
        "authors": [
            "Qinqing Zheng",
            "John Lafferty"
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        "start": "2015-12-09T00:00:00.000Z",
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    {
        "id": "maincard_5837",
        "type": "Poster",
        "title": "Super-Resolution Off the Grid",
        "authors": [
            "Qingqing Huang",
            "Sham Kakade"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #94"
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    {
        "id": "maincard_5838",
        "type": "Poster",
        "title": "Optimal Rates for Random Fourier Features",
        "authors": [
            "Bharath Sriperumbudur",
            "Zoltan Szabo"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #95"
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    {
        "id": "maincard_5642",
        "type": "Poster",
        "title": "Combinatorial Bandits Revisited",
        "authors": [
            "Richard Combes",
            "Mohammad Sadegh Talebi Mazraeh Shahi",
            "Alexandre Proutiere",
            "marc lelarge"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #96"
    },
    {
        "id": "maincard_5839",
        "type": "Poster",
        "title": "Fast Convergence of Regularized Learning in Games",
        "authors": [
            "Vasilis Syrgkanis",
            "Alekh Agarwal",
            "Haipeng Luo",
            "Robert Schapire"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #97"
    },
    {
        "id": "maincard_5742",
        "type": "Poster",
        "title": "On Elicitation Complexity",
        "authors": [
            "Rafael Frongillo",
            "Ian Kash"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #98"
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    {
        "id": "maincard_5569",
        "type": "Poster",
        "title": "Online Learning with Adversarial Delays",
        "authors": [
            "Kent Quanrud",
            "Daniel Khashabi"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #99"
    },
    {
        "id": "maincard_5713",
        "type": "Poster",
        "title": "Structured Estimation with Atomic Norms: General Bounds and Applications",
        "authors": [
            "Sheng Chen",
            "Arindam Banerjee"
        ],
        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
        "room": "210 C #100"
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    {
        "id": "maincard_5709",
        "type": "Poster",
        "title": "Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's",
        "authors": [
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            "Will Perkins",
            "Santosh Vempala"
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        "start": "2015-12-09T00:00:00.000Z",
        "end": "2015-12-09T04:59:00.000Z",
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        "id": "maincard_5903",
        "type": "Break",
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    {
        "id": "maincard_4888",
        "type": "Invited Talk",
        "title": "Post-selection Inference for Forward Stepwise Regression, Lasso and other Adaptive  Statistical procedures",
        "authors": [
            "Robert Tibshirani"
        ],
        "start": "2015-12-09T14:00:00.000Z",
        "end": "2015-12-09T14:50:00.000Z",
        "room": "Level 2 room 210 AB"
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        "id": "maincard_5375",
        "type": "Oral",
        "title": "Learning Theory and Algorithms for Forecasting Non-stationary Time Series",
        "authors": [
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            "Mehryar Mohri"
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    {
        "id": "maincard_5401",
        "type": "Spotlight",
        "title": "Empirical Localization of Homogeneous Divergences on Discrete Sample Spaces",
        "authors": [
            "Takashi Takenouchi",
            "Takafumi Kanamori"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
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    {
        "id": "maincard_5409",
        "type": "Spotlight",
        "title": "Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection",
        "authors": [
            "Jie Wang",
            "Jieping Ye"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
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    {
        "id": "maincard_5453",
        "type": "Spotlight",
        "title": "Optimal Testing for Properties of Distributions",
        "authors": [
            "Jayadev Acharya",
            "Constantinos Daskalakis",
            "Gautam C Kamath"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5426",
        "type": "Spotlight",
        "title": "Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents",
        "authors": [
            "Mithun Chakraborty",
            "Sanmay Das"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5444",
        "type": "Spotlight",
        "title": "Information-theoretic lower bounds for convex optimization with erroneous oracles",
        "authors": [
            "Yaron Singer",
            "Jan Vondrak"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5440",
        "type": "Spotlight",
        "title": "Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff",
        "authors": [
            "Ofer Dekel",
            "Ronen Eldan",
            "Tomer Koren"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5436",
        "type": "Spotlight",
        "title": "Accelerated Mirror Descent in Continuous and Discrete Time",
        "authors": [
            "Walid Krichene",
            "Alexandre Bayen",
            "Peter L Bartlett"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5448",
        "type": "Spotlight",
        "title": "Adaptive Online Learning",
        "authors": [
            "Dylan J Foster",
            "Alexander Rakhlin",
            "Karthik Sridharan"
        ],
        "start": "2015-12-09T15:10:00.000Z",
        "end": "2015-12-09T15:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5842",
        "type": "Break",
        "title": "Coffee Break",
        "authors": [],
        "start": "2015-12-09T15:35:00.000Z",
        "end": "2015-12-09T15:55:00.000Z",
        "room": "210 A"
    },
    {
        "id": "maincard_5378",
        "type": "Oral",
        "title": "Deep Visual Analogy-Making",
        "authors": [
            "Scott E Reed",
            "Yi Zhang",
            "Yuting Zhang",
            "Honglak Lee"
        ],
        "start": "2015-12-09T15:55:00.000Z",
        "end": "2015-12-09T16:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5385",
        "type": "Oral",
        "title": "End-To-End Memory Networks",
        "authors": [
            "Sainbayar Sukhbaatar",
            "arthur szlam",
            "Jason Weston",
            "Rob Fergus"
        ],
        "start": "2015-12-09T15:55:00.000Z",
        "end": "2015-12-09T16:35:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5398",
        "type": "Spotlight",
        "title": "Attention-Based Models for Speech Recognition",
        "authors": [
            "Jan K Chorowski",
            "Dzmitry Bahdanau",
            "Dmitriy Serdyuk",
            "Kyunghyun Cho",
            "Yoshua Bengio"
        ],
        "start": "2015-12-09T16:35:00.000Z",
        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5393",
        "type": "Spotlight",
        "title": "Where are they looking?",
        "authors": [
            "Adria Recasens",
            "Aditya Khosla",
            "Carl Vondrick",
            "Antonio Torralba"
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        "start": "2015-12-09T16:35:00.000Z",
        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5403",
        "type": "Spotlight",
        "title": "Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding",
        "authors": [
            "Rie Johnson",
            "Tong Zhang"
        ],
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        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5427",
        "type": "Spotlight",
        "title": "Training Very Deep Networks",
        "authors": [
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            "Klaus Greff",
            "Juergen Schmidhuber"
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        "end": "2015-12-09T17:00:00.000Z",
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    {
        "id": "maincard_5428",
        "type": "Spotlight",
        "title": "Deep Convolutional Inverse Graphics Network",
        "authors": [
            "Tejas D Kulkarni",
            "William F. Whitney",
            "Pushmeet Kohli",
            "Josh Tenenbaum"
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        "start": "2015-12-09T16:35:00.000Z",
        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5419",
        "type": "Spotlight",
        "title": "Learning to Segment Object Candidates",
        "authors": [
            "Pedro O Pinheiro",
            "Ronan Collobert",
            "Piotr Dollar"
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        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5432",
        "type": "Spotlight",
        "title": "The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors",
        "authors": [
            "Dan Rosenbaum",
            "Yair Weiss"
        ],
        "start": "2015-12-09T16:35:00.000Z",
        "end": "2015-12-09T17:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5420",
        "type": "Spotlight",
        "title": "Spatial Transformer Networks",
        "authors": [
            "Max Jaderberg",
            "Karen Simonyan",
            "Andrew Zisserman",
            "koray kavukcuoglu"
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        "start": "2015-12-09T16:35:00.000Z",
        "end": "2015-12-09T17:00:00.000Z",
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        "id": "maincard_5845",
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        "end": "2015-12-09T19:00:00.000Z",
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    {
        "id": "maincard_4897",
        "type": "Invited Talk",
        "title": "Diagnosis and Therapy of Psychiatric Disorders Based on Brain Dynamics",
        "authors": [
            "Mitsuo Kawato"
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        "start": "2015-12-09T19:00:00.000Z",
        "end": "2015-12-09T19:50:00.000Z",
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        "id": "maincard_5374",
        "type": "Oral",
        "title": "A Reduced-Dimension fMRI Shared Response Model",
        "authors": [
            "Po-Hsuan (Cameron) Chen",
            "Janice Chen",
            "Yaara Yeshurun",
            "Uri Hasson",
            "James Haxby",
            "Peter J Ramadge"
        ],
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        "end": "2015-12-09T20:30:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5381",
        "type": "Oral",
        "title": "Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments",
        "authors": [
            "Dane S Corneil",
            "Wulfram Gerstner"
        ],
        "start": "2015-12-09T19:50:00.000Z",
        "end": "2015-12-09T20:30:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5392",
        "type": "Spotlight",
        "title": "Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets",
        "authors": [
            "Armand Joulin",
            "Tomas Mikolov"
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        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5413",
        "type": "Spotlight",
        "title": "Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation",
        "authors": [
            "Seunghoon Hong",
            "Hyeonwoo Noh",
            "Bohyung Han"
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        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5438",
        "type": "Spotlight",
        "title": "Action-Conditional Video Prediction using Deep Networks in Atari Games",
        "authors": [
            "Junhyuk Oh",
            "Xiaoxiao Guo",
            "Honglak Lee",
            "Richard L Lewis",
            "Satinder Singh"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5451",
        "type": "Spotlight",
        "title": "On-the-Job Learning with Bayesian Decision Theory",
        "authors": [
            "Keenon Werling",
            "Arun Tejasvi Chaganty",
            "Percy S Liang",
            "Chris Manning"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5429",
        "type": "Spotlight",
        "title": "Learning Wake-Sleep Recurrent Attention Models",
        "authors": [
            "Jimmy Ba",
            "Russ R Salakhutdinov",
            "Roger B Grosse",
            "Brendan J Frey"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5405",
        "type": "Spotlight",
        "title": "Backpropagation for Energy-Efficient Neuromorphic Computing",
        "authors": [
            "Steve K Esser",
            "Rathinakumar Appuswamy",
            "Paul Merolla",
            "John Arthur",
            "Dharmendra S Modha"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5416",
        "type": "Spotlight",
        "title": "A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding",
        "authors": [
            "Yuval Harel",
            "Ron Meir",
            "Manfred Opper"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5391",
        "type": "Spotlight",
        "title": "Color Constancy by Learning to Predict Chromaticity from Luminance",
        "authors": [
            "Ayan Chakrabarti"
        ],
        "start": "2015-12-09T20:30:00.000Z",
        "end": "2015-12-09T21:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5848",
        "type": "Break",
        "title": "Coffee Break",
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        "end": "2015-12-09T21:30:00.000Z",
        "room": "210 A"
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    {
        "id": "maincard_4896",
        "type": "Invited Talk",
        "title": "Computational Principles for Deep Neuronal Architectures ",
        "authors": [
            "Haim Sompolinsky"
        ],
        "start": "2015-12-09T21:30:00.000Z",
        "end": "2015-12-09T22:20:00.000Z",
        "room": "Level 2 room 210 AB"
    },
    {
        "id": "maincard_5377",
        "type": "Oral",
        "title": "Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets",
        "authors": [
            "Pascal Vincent",
            "Alexandre de Brébisson",
            "Xavier Bouthillier"
        ],
        "start": "2015-12-09T22:20:00.000Z",
        "end": "2015-12-09T22:40:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5433",
        "type": "Spotlight",
        "title": "Pointer Networks",
        "authors": [
            "Oriol Vinyals",
            "Meire Fortunato",
            "Navdeep Jaitly"
        ],
        "start": "2015-12-09T22:40:00.000Z",
        "end": "2015-12-09T23:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5402",
        "type": "Spotlight",
        "title": "Precision-Recall-Gain Curves: PR Analysis Done Right",
        "authors": [
            "Peter Flach",
            "Meelis Kull"
        ],
        "start": "2015-12-09T22:40:00.000Z",
        "end": "2015-12-09T23:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5430",
        "type": "Spotlight",
        "title": "NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning",
        "authors": [
            "Kevin G Jamieson",
            "Lalit Jain",
            "Chris Fernandez",
            "Nicholas J. Glattard",
            "Rob Nowak"
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        "start": "2015-12-09T22:40:00.000Z",
        "end": "2015-12-09T23:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5441",
        "type": "Spotlight",
        "title": "Structured Transforms for Small-Footprint Deep Learning",
        "authors": [
            "Vikas Sindhwani",
            "Tara Sainath",
            "Sanjiv Kumar"
        ],
        "start": "2015-12-09T22:40:00.000Z",
        "end": "2015-12-09T23:00:00.000Z",
        "room": "Room 210 A"
    },
    {
        "id": "maincard_5414",
        "type": "Spotlight",
        "title": "Equilibrated adaptive learning rates for non-convex optimization",
        "authors": [
            "Yann Dauphin",
            "Harm de Vries",
            "Yoshua Bengio"
        ],
        "start": "2015-12-09T22:40:00.000Z",
        "end": "2015-12-09T23:00:00.000Z",
        "room": "Room 210 A"
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    {
        "id": "maincard_5780",
        "type": "Demonstration",
        "title": "Data-Driven Speech Animation",
        "authors": [
            "Yisong Yue",
            "Iain Matthews"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
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    {
        "id": "maincard_5779",
        "type": "Demonstration",
        "title": "CodaLab Worksheets for Reproducible, Executable Papers",
        "authors": [
            "Percy S Liang",
            "Evelyne Viegas"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
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    {
        "id": "maincard_5785",
        "type": "Demonstration",
        "title": "Scaling up visual search for product recommendation",
        "authors": [
            "Kevin Jing"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
    },
    {
        "id": "maincard_5776",
        "type": "Demonstration",
        "title": "Accelerated Deep Learning on GPUs: From Large Scale Training to Embedded Deployment",
        "authors": [
            "Allison Gray",
            "Julie Bernauer"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
    },
    {
        "id": "maincard_5786",
        "type": "Demonstration",
        "title": "The pMMF multiresolution matrix factorization library",
        "authors": [
            "Risi Kondor",
            "Pramod Kaushik Mudrakarta",
            "Nedelina Teneva"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
    },
    {
        "id": "maincard_5784",
        "type": "Demonstration",
        "title": "Interactive Incremental Question Answering",
        "authors": [
            "Jordan L Boyd-Graber",
            "Mohit Iyyer"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:55:00.000Z",
        "room": "210D"
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    {
        "id": "maincard_5852",
        "type": "Poster",
        "title": "Deep Visual Analogy-Making",
        "authors": [
            "Scott E Reed",
            "Yi Zhang",
            "Yuting Zhang",
            "Honglak Lee"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #1"
    },
    {
        "id": "maincard_5853",
        "type": "Poster",
        "title": "Where are they looking?",
        "authors": [
            "Adria Recasens",
            "Aditya Khosla",
            "Carl Vondrick",
            "Antonio Torralba"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #2"
    },
    {
        "id": "maincard_5854",
        "type": "Poster",
        "title": "Spatial Transformer Networks",
        "authors": [
            "Max Jaderberg",
            "Karen Simonyan",
            "Andrew Zisserman",
            "koray kavukcuoglu"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #3"
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    {
        "id": "maincard_5855",
        "type": "Poster",
        "title": "Training Very Deep Networks",
        "authors": [
            "Rupesh K Srivastava",
            "Klaus Greff",
            "Juergen Schmidhuber"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #4"
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    {
        "id": "maincard_5856",
        "type": "Poster",
        "title": "Attention-Based Models for Speech Recognition",
        "authors": [
            "Jan K Chorowski",
            "Dzmitry Bahdanau",
            "Dmitriy Serdyuk",
            "Kyunghyun Cho",
            "Yoshua Bengio"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #5"
    },
    {
        "id": "maincard_5857",
        "type": "Poster",
        "title": "Deep Convolutional Inverse Graphics Network",
        "authors": [
            "Tejas D Kulkarni",
            "William F. Whitney",
            "Pushmeet Kohli",
            "Josh Tenenbaum"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #6"
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    {
        "id": "maincard_5858",
        "type": "Poster",
        "title": "End-To-End Memory Networks",
        "authors": [
            "Sainbayar Sukhbaatar",
            "arthur szlam",
            "Jason Weston",
            "Rob Fergus"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #7"
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    {
        "id": "maincard_5859",
        "type": "Poster",
        "title": "Learning to Segment Object Candidates",
        "authors": [
            "Pedro O Pinheiro",
            "Ronan Collobert",
            "Piotr Dollar"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #8"
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    {
        "id": "maincard_5860",
        "type": "Poster",
        "title": "Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets",
        "authors": [
            "Armand Joulin",
            "Tomas Mikolov"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #9"
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    {
        "id": "maincard_5861",
        "type": "Poster",
        "title": "Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments",
        "authors": [
            "Dane S Corneil",
            "Wulfram Gerstner"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #10"
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    {
        "id": "maincard_5862",
        "type": "Poster",
        "title": "Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding",
        "authors": [
            "Rie Johnson",
            "Tong Zhang"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #11"
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        "id": "maincard_5863",
        "type": "Poster",
        "title": "The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors",
        "authors": [
            "Dan Rosenbaum",
            "Yair Weiss"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #12"
    },
    {
        "id": "maincard_5864",
        "type": "Poster",
        "title": "Backpropagation for Energy-Efficient Neuromorphic Computing",
        "authors": [
            "Steve K Esser",
            "Rathinakumar Appuswamy",
            "Paul Merolla",
            "John Arthur",
            "Dharmendra S Modha"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #13"
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    {
        "id": "maincard_5865",
        "type": "Poster",
        "title": "Learning Wake-Sleep Recurrent Attention Models",
        "authors": [
            "Jimmy Ba",
            "Russ R Salakhutdinov",
            "Roger B Grosse",
            "Brendan J Frey"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #14"
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    {
        "id": "maincard_5866",
        "type": "Poster",
        "title": "On-the-Job Learning with Bayesian Decision Theory",
        "authors": [
            "Keenon Werling",
            "Arun Tejasvi Chaganty",
            "Percy S Liang",
            "Chris Manning"
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        "start": "2015-12-10T00:00:00.000Z",
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        "room": "210 C #15"
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    {
        "id": "maincard_5867",
        "type": "Poster",
        "title": "Color Constancy by Learning to Predict Chromaticity from Luminance",
        "authors": [
            "Ayan Chakrabarti"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #16"
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        "id": "maincard_5868",
        "type": "Poster",
        "title": "Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation",
        "authors": [
            "Seunghoon Hong",
            "Hyeonwoo Noh",
            "Bohyung Han"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #17"
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    {
        "id": "maincard_5869",
        "type": "Poster",
        "title": "Action-Conditional Video Prediction using Deep Networks in Atari Games",
        "authors": [
            "Junhyuk Oh",
            "Xiaoxiao Guo",
            "Honglak Lee",
            "Richard L Lewis",
            "Satinder Singh"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #18"
    },
    {
        "id": "maincard_5668",
        "type": "Poster",
        "title": "Bayesian Active Model Selection with an Application to Automated Audiometry",
        "authors": [
            "Jacob Gardner",
            "Gustavo Malkomes",
            "Roman Garnett",
            "Kilian Q Weinberger",
            "Dennis Barbour",
            "John Cunningham"
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        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #19"
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    {
        "id": "maincard_5718",
        "type": "Poster",
        "title": "Efficient and Robust Automated Machine Learning",
        "authors": [
            "Matthias Feurer",
            "Aaron Klein",
            "Katharina Eggensperger",
            "Jost Springenberg",
            "Manuel Blum",
            "Frank Hutter"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #20"
    },
    {
        "id": "maincard_5521",
        "type": "Poster",
        "title": "A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure",
        "authors": [
            "Peter Schulam",
            "Suchi Saria"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #21"
    },
    {
        "id": "maincard_5870",
        "type": "Poster",
        "title": "Pointer Networks",
        "authors": [
            "Oriol Vinyals",
            "Meire Fortunato",
            "Navdeep Jaitly"
        ],
        "start": "2015-12-10T00:00:00.000Z",
        "end": "2015-12-10T04:59:00.000Z",
        "room": "210 C #22"
    },
    {
        "id": "maincard_5871",
        "type": "Poster",
        "title": "A Reduced-Dimension fMRI Shared Response Model",
        "authors": [
            "Po-Hsuan (Cameron) Chen",
            "Janice Chen",
            "Yaara Yeshurun",
            "Uri Hasson",
            "James Haxby",
            "Peter J Ramadge"
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        "title": "A Complete Recipe for Stochastic Gradient MCMC",
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        "title": "Barrier Frank-Wolfe for Marginal Inference",
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        "title": "Principal Differences Analysis: Interpretable Characterization of Differences between Distributions",
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        "id": "maincard_5627",
        "type": "Poster",
        "title": "Streaming Min-max Hypergraph Partitioning",
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        "title": "Gradient Estimation Using Stochastic Computation Graphs",
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        "authors": [
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            "Rebecca Willett"
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        "authors": [
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            "Kai Zhong",
            "Cho-Jui Hsieh",
            "Pradeep K Ravikumar",
            "Inderjit S Dhillon"
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        "id": "maincard_5727",
        "type": "Poster",
        "title": "Convergence rates of sub-sampled Newton methods",
        "authors": [
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            "Inderjit S Dhillon"
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        "type": "Spotlight",
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            " ",
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        "title": "Semi-supervised Learning with Ladder Networks",
        "authors": [
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            "Mathias Berglund",
            "Mikko Honkala",
            "Harri Valpola",
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        "title": "Enforcing balance allows local supervised learning in spiking recurrent networks",
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            "Sophie Denève"
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        "id": "maincard_5730",
        "type": "Poster",
        "title": "Semi-supervised Sequence Learning",
        "authors": [
            "Andrew M Dai",
            "Quoc V Le"
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        "type": "Poster",
        "title": "Skip-Thought Vectors",
        "authors": [
            "Ryan Kiros",
            "Yukun Zhu",
            "Russ R Salakhutdinov",
            "Richard Zemel",
            "Raquel Urtasun",
            "Antonio Torralba",
            "Sanja Fidler"
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        "end": "2015-12-10T20:00:00.000Z",
        "room": "210 C #6"
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    {
        "id": "maincard_5566",
        "type": "Poster",
        "title": "Learning to Linearize Under Uncertainty",
        "authors": [
            "Ross Goroshin",
            "Michael F Mathieu",
            "Yann LeCun"
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        "end": "2015-12-10T20:00:00.000Z",
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        "id": "maincard_5486",
        "type": "Poster",
        "title": "Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring",
        "authors": [
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            "Stefan Habenschuss",
            "Robert Legenstein",
            "Wolfgang Maass"
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        "title": "Natural Neural Networks",
        "authors": [
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        "title": "Convolutional Networks on Graphs for Learning Molecular Fingerprints",
        "authors": [
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            "Dougal Maclaurin",
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        "title": "Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting",
        "authors": [
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            "Zhourong Chen",
            "Hao Wang",
            "Dit-Yan Yeung",
            "Wai-kin Wong",
            "Wang-chun WOO"
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        "room": "210 C #11"
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        "id": "maincard_5560",
        "type": "Poster",
        "title": "Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks",
        "authors": [
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            "Oriol Vinyals",
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        "id": "maincard_5657",
        "type": "Poster",
        "title": "Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction",
        "authors": [
            "Been Kim",
            "Julie A Shah",
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        "end": "2015-12-10T20:00:00.000Z",
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        "type": "Poster",
        "title": "Max-Margin Deep Generative Models",
        "authors": [
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            "Jun Zhu",
            "Tianlin Shi",
            "Bo Zhang"
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        "id": "maincard_5580",
        "type": "Poster",
        "title": "Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions",
        "authors": [
            "Yuya Yoshikawa",
            "Tomoharu Iwata",
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        "id": "maincard_5679",
        "type": "Poster",
        "title": "A Gaussian Process Model of Quasar Spectral Energy Distributions",
        "authors": [
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            "Albert Wu",
            "Jeff Regier",
            "Jon McAuliffe",
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            "David Schlegel",
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        "room": "210 C #16"
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        "id": "maincard_5692",
        "type": "Poster",
        "title": "Neural Adaptive Sequential Monte Carlo",
        "authors": [
            "Shixiang Gu",
            "Zoubin Ghahramani",
            "Richard E Turner"
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        "room": "210 C #17"
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    {
        "id": "maincard_5526",
        "type": "Poster",
        "title": "Convolutional spike-triggered covariance analysis for neural subunit models",
        "authors": [
            "Anqi Wu",
            "Memming Park",
            "Jonathan W Pillow"
        ],
        "start": "2015-12-10T16:00:00.000Z",
        "end": "2015-12-10T20:00:00.000Z",
        "room": "210 C #18"
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    {
        "id": "maincard_5622",
        "type": "Poster",
        "title": "Rectified Factor Networks",
        "authors": [
            "Djork-Arné Clevert",
            "Andreas Mayr",
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        "type": "Poster",
        "title": "Sample Efficient Path Integral Control under Uncertainty",
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            "Hung H Bui",
            "Branislav Kveton",
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        "title": "Parallelizing MCMC with Random Partition Trees",
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            "Katherine Heller",
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        "title": "Fast Lifted MAP Inference via Partitioning",
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        "title": "Algorithms with Logarithmic or Sublinear Regret for  Constrained Contextual Bandits",
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