conftrace_

low-rank matrix completion

20 papers

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Also known as

LRMC

Co-occurring keywords

matrix completion (356) low-rank matrix (174) low-rank approximation (323) tensor completion (64) nuclear norm (79) low rank matrix completion (2) nuclear norm minimization (20) manifold optimization (67) collaborative filtering (300) matrix factorization (529)

Papers

Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023
Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise AISTATS 2022
Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion IJCAI 2019
Guaranteed Matrix Completion Under Multiple Linear Transformations CVPR 2019
Rank Determination for Low-Rank Data Completion JMLR 2017
Reflection Removal Using Low-Rank Matrix Completion CVPR 2017
Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016
When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? COLT 2016
A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015
Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015
The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015
Completing Any Low-rank Matrix, Provably JMLR 2015
Depth Enhancement via Low-rank Matrix Completion CVPR 2014
Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Speeding up Permutation Testing in Neuroimaging NIPS 2013
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013