low-rank matrix completion

Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size ACML 2025 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Online Low Rank Matrix Completion ICLR 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 Completing Any Low-rank Matrix, Provably JMLR 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 Depth Enhancement via Low-rank Matrix Completion CVPR 2014 Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Low-Rank Matrix and Tensor Completion via Adaptive Sampling NeurIPS 2013 Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NeurIPS 2013 Speeding up Permutation Testing in Neuroimaging NeurIPS 2013