AkhilanB

AkhilanB

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AkhilanB's repositories

inductive-bias-complexity

Code for "Model-agnostic Measure of Generalization Difficulty"

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SingleProp

Code for "Fast Training of Provably Robust Neural Networks by SingleProp", AAAI 2021

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pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

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Proper-Interpretability

Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", published at ICML 2020

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MNIST-projects

A collection of projects involving the MNIST dataset

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Battlecode-RobotPlayer

A Java program created for the 2017 MIT Battlecode AI Programming Competition

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Human2048

A variant of 2048

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