Matrix Completion

An online semi-definite programming with a generalised log-determinant regularizer and its applications ACML 2021 Beyond the Signs: Nonparametric Tensor Completion via Sign Series NeurIPS 2021 Double Low-Rank Representation With Projection Distance Penalty for Clustering CVPR 2021 Fine-grained Generalization Analysis of Inductive Matrix Completion NeurIPS 2021 Local Search Algorithms for Rank-Constrained Convex Optimization ICLR 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Linear-Sample Learning of Low-Rank Distributions NeurIPS 2020 On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank Matrix Problems COLT 2020 Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization NeurIPS 2020 Scalable Calibration of Affinity Matrices from Incomplete Observations ACML 2020 Tensor Completion Made Practical NeurIPS 2020 Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020 Active multiple matrix completion with adaptive confidence sets AISTATS 2019 Decentralized sketching of low rank matrices NeurIPS 2019 Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NeurIPS 2019 Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019 Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption NeurIPS 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Online High Rank Matrix Completion CVPR 2019 Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019 A Dual Framework for Low-rank Tensor Completion NeurIPS 2018 Binary Rating Estimation with Graph Side Information NeurIPS 2018 Differentially Private Robust Low-Rank Approximation NeurIPS 2018 How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NeurIPS 2018 Mixture Matrix Completion NeurIPS 2018