quanmingyao/niAPG

This repository has been archived on 23/Dec/2019
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MATLAB
Created over 7 years ago
Updated over 7 years ago

quanmingyao/niAPG

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Matlab Code for "Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems" IJCAI 2017

NGMeet

Matlab Code for: "Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. Arvix. Dec 2018"

FaNCL

Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code

SIF

Efficient Neural Interaction Functions Search for Collaborative Filtering

FasTer

Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.

N2C

Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity

AIS-impute

Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion, matlab code

FFWTensor

Matlab code for: X. Guo, Q. Yao, J.T. Kwok. Efficient Sparse Low-Rank Tensor Completion using Frank-Wolfe Algorithm. AAAI-2017.

Talk-slides

FaNCL-parallel

Parallel version of FaNCL algorithm

AIS-Impute-Tensor-

Matlab Code for Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2018.