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ais-impute

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

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.

automl.github.io

fancl

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

fancl-parallel

Parallel version of FaNCL algorithm

faster

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

ffwtensor

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

n2c

Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity

ngmeet

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

niapg

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

sif

Efficient Neural Interaction Functions Search for Collaborative Filtering