low-rank matrix

The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NeurIPS 2024 Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023 Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence NeurIPS 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023 Exponentially Convergent Algorithms for Supervised Matrix Factorization NeurIPS 2023 Geometric Analysis of Matrix Sensing over Graphs NeurIPS 2023 Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization JMLR 2023 Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing COLT 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Near-Optimal Weighted Matrix Completion JMLR 2023 One-sided Matrix Completion from Two Observations Per Row ICML 2023 On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure JMLR 2023 Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NeurIPS 2023 Partial Matrix Completion NeurIPS 2023 Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning NeurIPS 2023 Pose Synchronization Under Multiple Pair-Wise Relative Poses CVPR 2023 Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares NeurIPS 2023 Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning JMLR 2023 Robust Matrix Sensing in the Semi-Random Model NeurIPS 2023 Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023 A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022 D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022 Fast Regression for Structured Inputs ICLR 2022 Homomorphic Matrix Completion NeurIPS 2022