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Source code for the paper "Exact Learning of Permutations for Nonzero Binary Inputs with Logarithmic Training Size and Quadratic Ensemble Complexity"

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PermLearn  


This repository contains the code for the paper Exact Learning of Permutations for Nonzero Binary Inputs with Logarithmic Training Size and Quadratic Ensemble Complexity that reproduces the following results:

To run the experiments presented in the paper, first install the necessary dependencies by executing the following command:

pip install -r requirements.txt

There are two scripts available for running the experiments:

  • experiment_1.sh: Generates the results for the left plot in Figure 1.
  • experiment_2.sh: Generates the results for the right plot in Figure 1.

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Source code for the paper "Exact Learning of Permutations for Nonzero Binary Inputs with Logarithmic Training Size and Quadratic Ensemble Complexity"

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