Damek Davis' lab's repositories
SuperPolyak.py
Pytorch implementation of SuperPolyak subgradient method.
GaussNewtonPolyak.py
Code for paper "A linearly convergent Gauss-Newton subgradient method for ill-conditioned problems" (https://arxiv.org/abs/2212.13278)
RobustBlindDeconv
Implementation of the subgradient and prox-linear methods for robust blind deconvolution.
CompOpt-LowRankMatrixRecovery
Implementation of nonsmooth optimization algorithms for sharp and weakly convex problems