- This repo contains papers, books, tutorials and resources on Riemannian optimization.
- A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
- A curated list of awesome multi-objective optimization research resources.
- Awesome machine learning for combinatorial optimization papers.
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
- Awesome list for Neural Network Optimization methods.
- This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ".
- A collection of papers and readings for non-convex optimization
- Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀
- a curated list of bayesian optimization tutorials, papers, softwares
- A Survey of Direct Preference Optimization (DPO)
- materials-data-facility/awesome-bayesian-optimization
- riverstone496/awesome-second-order-optimization
- mila-iqia/Awesome-Offline-Model-Based-Optimization
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥
- Awesome Differentiable Optimization and Planning in Robotics
- A collection of papers and libraries for performing multi-agent optimization
- A curated list of resources for second-order stochastic optimization