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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 68 18

  2. TMAC TMAC Public

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

    C++ 48 35

  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. AsyncQVI AsyncQVI Public

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

    C++ 5

  6. 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

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