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UCLA Optimization Group

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  1. Provable_Plug_and_Play Provable_Plug_and_Play Public

    [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

    Python 66 18

  2. TMAC TMAC Public

    TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods

    C++ 45 34

  3. IPSVRG IPSVRG Public

    A light MATLAB package for acceleration of SVRG and Katyusha X by inexact preconditioning.

    MATLAB 9 3

  4. Jacobi-ADMM Jacobi-ADMM Public

    Source code for Jacobi ADMM paper

    C 7 3

  5. alista alista Public

    Forked from VITA-Group/ALISTA

    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 5 3

  6. linear-lista-cpss linear-lista-cpss Public

    Forked from VITA-Group/LISTA-CPSS

    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 a…

    Python 3 2

Repositories

Showing 10 of 15 repositories
  • Inexact-preconditioning Public Forked from xuyunbei/Inexact-preconditioning
    uclaopt/Inexact-preconditioning’s past year of commit activity
    MATLAB 0 3 0 0 Updated Feb 22, 2022
  • PIPS Public Forked from Argonne-National-Laboratory/PIPS

    Parallel solvers for optimization problems

    uclaopt/PIPS’s past year of commit activity
    C 0 21 0 0 Updated Sep 24, 2020
  • Evaluation Public Forked from GOCompetition/Evaluation

    Evaluates the contents of the solution files and produces results suitable for scoring

    uclaopt/Evaluation’s past year of commit activity
    Python 0 12 0 0 Updated Mar 9, 2020
  • Provable_Plug_and_Play Public

    [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

    uclaopt/Provable_Plug_and_Play’s past year of commit activity
    Python 66 18 6 0 Updated Aug 4, 2019
  • IPSVRG Public

    A light MATLAB package for acceleration of SVRG and Katyusha X by inexact preconditioning.

    uclaopt/IPSVRG’s past year of commit activity
    MATLAB 9 3 0 0 Updated May 4, 2019
  • AsyncQVI Public

    A light C++11 package for three reinforcement learning algorithms.

    uclaopt/AsyncQVI’s past year of commit activity
    C++ 3 0 0 0 Updated Mar 15, 2019
  • alista Public Forked from VITA-Group/ALISTA

    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.

    uclaopt/alista’s past year of commit activity
    Python 5 22 0 0 Updated Feb 25, 2019
  • linear-lista-cpss Public Forked from VITA-Group/LISTA-CPSS

    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.

    uclaopt/linear-lista-cpss’s past year of commit activity
    Python 3 25 0 0 Updated Nov 10, 2018
  • MultilevelOT Public

    Optimal transport by a multilevel method [MATLAB code]

    uclaopt/MultilevelOT’s past year of commit activity
    0 0 0 0 Updated Oct 24, 2018
  • TMAC Public

    TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods

    uclaopt/TMAC’s past year of commit activity
    C++ 45 34 6 (2 issues need help) 0 Updated Apr 25, 2017
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