Pinned Repositories
Battlecode-RobotPlayer
A Java program created for the 2017 MIT Battlecode AI Programming Competition
CNN-Cert
Human2048
A variant of 2048
inductive-bias-complexity
Code for "Model-agnostic Measure of Generalization Difficulty"
MNIST-projects
A collection of projects involving the MNIST dataset
Proper-Interpretability
Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", published at ICML 2020
pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
SingleProp
Code for "Fast Training of Provably Robust Neural Networks by SingleProp", AAAI 2021
inductive-bias-complexity
Code for "Model-agnostic Measure of Generalization Difficulty (ICML 2023)"
Mod_Cog
AkhilanB's Repositories
AkhilanB/CNN-Cert
AkhilanB/Proper-Interpretability
Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", published at ICML 2020
AkhilanB/inductive-bias-complexity
Code for "Model-agnostic Measure of Generalization Difficulty"
AkhilanB/SingleProp
Code for "Fast Training of Provably Robust Neural Networks by SingleProp", AAAI 2021
AkhilanB/Battlecode-RobotPlayer
A Java program created for the 2017 MIT Battlecode AI Programming Competition
AkhilanB/Human2048
A variant of 2048
AkhilanB/MNIST-projects
A collection of projects involving the MNIST dataset
AkhilanB/pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch