low-rank recovery

Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information AAAI 2026 Fast Guaranteed Tensor Recovery with Adaptive Tensor Nuclear Norm IJCAI 2025 Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025 OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems AAAI 2025 A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024 LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction CVPR 2024 Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting NeurIPS 2024 Superposed Atomic Representation for Robust High-Dimensional Data Recovery of Multiple Low-Dimensional Structures AAAI 2024 Towards Multi-Mode Outlier Robust Tensor Ring Decomposition AAAI 2024 Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering AAAI 2023 Improved Algorithms for White-Box Adversarial Streams ICML 2023 Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing ICML 2023 Fast and Provable Nonconvex Tensor RPCA ICML 2022 Provable Tensor-Train Format Tensor Completion by Riemannian Optimization JMLR 2022 Implicit Regularization in Matrix Sensing via Mirror Descent NeurIPS 2021 Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems NeurIPS 2021 Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery NeurIPS 2021 Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization ICCV 2021 Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors NeurIPS 2020 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020 Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms AAAI 2020 A Nonconvex Projection Method for Robust PCA AAAI 2019 Clipped Matrix Completion: A Remedy for Ceiling Effects AAAI 2019 Decentralized sketching of low rank matrices NeurIPS 2019 Implicit Regularization in Deep Matrix Factorization NeurIPS 2019