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    15 repositories

    • Inexact-preconditioning

      Public
      MATLAB
      •3•0•0•0•Updated Feb 22, 2022Feb 22, 2022

    • PIPS

      Public
      Parallel solvers for optimization problems
      C
      •
      Other
      •21•0•0•0•Updated Sep 24, 2020Sep 24, 2020

    • Evaluation

      Public
      Evaluates the contents of the solution files and produces results suitable for scoring
      Python
      •12•0•0•0•Updated Mar 9, 2020Mar 9, 2020

    • Provable_Plug_and_Play

      Public
      [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
      Python
      •18•67•6•0•Updated Aug 4, 2019Aug 4, 2019

    • IPSVRG

      Public
      A light MATLAB package for acceleration of SVRG and Katyusha X by inexact preconditioning.
      MATLAB
      •3•9•0•0•Updated May 4, 2019May 4, 2019

    • AsyncQVI

      Public
      A light C++11 package for three reinforcement learning algorithms.
      C++
      •0•3•0•0•Updated Mar 15, 2019Mar 15, 2019

    • alista

      Public
      This repository is the implementation for ICLR 2019 paper "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA" by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.
      Python
      •21•5•0•0•Updated Feb 25, 2019Feb 25, 2019

    • linear-lista-cpss

      Public
      This repository is the implementation of the NIPS 2018 paper "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin.
      Python
      •23•3•0•0•Updated Nov 10, 2018Nov 10, 2018

    • MultilevelOT

      Public
      Optimal transport by a multilevel method [MATLAB code]
      0•0•0•0•Updated Oct 24, 2018Oct 24, 2018

    • TMAC

      Public
      TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods
      C++
      •35•46•6•0•Updated Apr 25, 2017Apr 25, 2017

    • datasets

      Public
      Central repository for hosting datasets in our research group
      MATLAB
      •0•0•0•0•Updated May 16, 2016May 16, 2016

    • git-test

      Public
      this repo is used to test git functionality
      TeX
      •0•0•0•1•Updated Apr 27, 2016Apr 27, 2016

    • ARock

      Public
      Old ARock code
      C++
      •0•0•0•0•Updated Feb 10, 2016Feb 10, 2016

    • GRock

      Public
      Code for parallel greedy coordinate update
      MATLAB
      •0•2•0•0•Updated Feb 10, 2016Feb 10, 2016

    • Jacobi-ADMM

      Public
      Source code for Jacobi ADMM paper
      C
      •3•7•0•0•Updated Feb 10, 2016Feb 10, 2016