matrix recovery

Affine Rank Minimization via Asymptotic Log-Det Iteratively Reweighted Least Squares JMLR 2025 Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm IJCAI 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Nonlinear Sequence Embedding by Monotone Variational Inequality ICLR 2025 Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024 Restricted Isometry Property of Rank-One Measurements with Random Unit-Modulus Vectors AISTATS 2024 Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023 Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization JMLR 2023 Lower Bounds on Adaptive Sensing for Matrix Recovery NeurIPS 2023 Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NeurIPS 2023 Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares NeurIPS 2023 Robust Methods for High-Dimensional Linear Learning JMLR 2023 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably AISTATS 2022 Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems NeurIPS 2021 Robust principal component analysis for generalized multi-view models UAI 2021 Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion JMLR 2020 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020 Accelerated Alternating Projections for Robust Principal Component Analysis JMLR 2019 Decentralized sketching of low rank matrices NeurIPS 2019 Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems AISTATS 2019 RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019 Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019 Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming JMLR 2019 Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018