Repositories list

• SuperPolyak.jl

  Public
  Julia

  •

  GNU General Public License v3.0

  •1•6•0•0•Updated Nov 6, 2023Nov 6, 2023

• ntd.py

  Public
  Python

  •

  MIT License

  •1•8•0•0•Updated Jul 16, 2023Jul 16, 2023

• GeomStepDecay

  Public
  phase-retrievalstochastic-optimizationblind-deconvolution+ 1nonconvex

  Julia

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Apr 12, 2023Apr 12, 2023

• GaussNewtonPolyak.py

  Public
  Code for paper "A linearly convergent Gauss-Newton subgradient method for ill-conditioned problems" (https://arxiv.org/abs/2212.13278)

  Jupyter Notebook

  •2•3•0•0•Updated Dec 29, 2022Dec 29, 2022

• SuperPolyak.py

  Public
  Pytorch implementation of SuperPolyak subgradient method.

  Python

  •

  MIT License

  •1•43•0•0•Updated Nov 18, 2022Nov 18, 2022

• RobustBlindDeconv

  Public
  Implementation of the subgradient and prox-linear methods for robust blind deconvolution.

  optimizationsignal-processingspectral+ 2gauss-newtonblind-deconvolution

  Julia

  •

  GNU General Public License v3.0

  •0•3•0•0•Updated Feb 29, 2020Feb 29, 2020

• CompOpt-LowRankMatrixRecovery

  Public
  Implementation of nonsmooth optimization algorithms for sharp and weakly convex problems

  Julia

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Apr 18, 2019Apr 18, 2019

• PGSG

  Public
  Implementation of the Proximally Guided Stochastic Subgradient Method

  Jupyter Notebook

  •1•5•0•0•Updated Oct 23, 2017Oct 23, 2017