Yaodong Yu

TRADES. TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

Rethink-BiasVariance-Tradeoff. Rethinking Bias-Variance Trade-off for Generalization of Neural Networks

ProjNorm. Predicting Out-of-Distribution Error with the Projection Norm

BiasVariance-AdversarialTraining. Python

TCT. TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels

mcr2. Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

FastDRO-MinMaxOpt. Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization

gose-nonconvex. Local minima finding algorithm, gose, which is able to escape from saddle points in one step for nonconvex problems.

image_caption. Python