conftrace_

low-rank matrix approximation

9 papers

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Also known as

LRMA

Co-occurring keywords

low-rank approximation (323) matrix factorization (529) matrix completion (356) singular value decomposition (222) recommender system (534) cur matrix decomposition (5) nystrom method (46) matrix approximation (89) matrix decomposition (119) stochastic optimization (1060)

Papers

Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020
SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017
Storage Fit Learning with Unlabeled Data IJCAI 2017
Mixture-Rank Matrix Approximation for Collaborative Filtering NIPS 2017
Low-Rank Matrix Approximation with Stability ICML 2016
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013