Code for the paper "The Probabilistic Fault Tolerance of Neural Networks in the Continuous Limit", ICML 2020

The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".

Implementation of the paper "Learning Cancer Progression Network from Mutation Allele Frequencies", ICML Compbio 2020

Code associated with "Recourse For Humans", presented at the Participatory Approaches to Machine Learning workshop at ICML 2020.

PyTorch Implementation of Momentum-Based Policy Gradient Methods

Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.

This project contains the code for the paper accepted at NeurIPS 2020 - Robust Meta-learning for Mixed Linear Regression with Small Batches.

Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)

Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.

[ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/2007.12678, https://icml.cc/virtual/2020/poster/5797

Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)

Code-repository for the ICML 2020 paper Fairwashing explanations with off-manifold detergent

Repository of the ICML 2020 paper "Set Functions for Time Series"

Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020

A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.

Official implementation of the paper Stochastic Latent Residual Video Prediction

A Systematic Comparison of Robustness in Bayesian Deep Learning on Diabetic Retinopathy Diagnosis Tasks

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

Soft Threshold Weight Reparameterization for Learnable Sparsity

Code for "Adversarial Robustness via Runtime Masking and Cleansing" (ICML 2020)