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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.

arock

Old ARock code

asyncqvi

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

datasets

Central repository for hosting datasets in our research group

evaluation

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

git-test

this repo is used to test git functionality

grock

Code for parallel greedy coordinate update

inexact-preconditioning

ipsvrg

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

jacobi-admm

Source code for Jacobi ADMM paper

linear-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.

multilevelot

Optimal transport by a multilevel method [MATLAB code]

pips

Parallel solvers for optimization problems

provable_plug_and_play

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

tmac

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