4 projects
unifiedsam
Sharpness-Aware Minimization: General Analysis and Improved Rates
sam-sps
Adaptive Sharpness-Aware Minimization with a Polyak-type Step Size
sps-safe
Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization
MomSPS
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance