{"total":13,"rows":[{"id":"2302.01186","title":"The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing","created":"2023-02-02","cited_by_count":33,"area":null},{"id":"2104.14526","title":"Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements","created":"2021-04-29","cited_by_count":28,"area":null},{"id":"2202.08788","title":"Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization","created":"2022-02-17","cited_by_count":21,"area":null},{"id":"2303.12298","title":"A General Algorithm for Solving Rank-one Matrix Sensing","created":"2023-03-22","cited_by_count":15,"area":null},{"id":"2503.06982","title":"Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization","created":"2025-03-10","cited_by_count":13,"area":null},{"id":"2204.11516","title":"Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing","created":"2022-04-25","cited_by_count":11,"area":null},{"id":"2310.06159","title":"Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization","created":"2023-10-09","cited_by_count":6,"area":null},{"id":"2104.07006","title":"Fast quantum state reconstruction via accelerated non-convex programming","created":"2021-04-14","cited_by_count":5,"area":null},{"id":"2206.04276","title":"Robust Matrix Completion with Heavy-tailed Noise","created":"2022-06-09","cited_by_count":4,"area":null},{"id":"2101.05113","title":"Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing","created":"2021-01-13","cited_by_count":2,"area":null},{"id":"2205.13827","title":"Error Bound of Empirical $\\ell_2$ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems","created":"2022-05-27","cited_by_count":2,"area":null},{"id":"2311.12888","title":"Acceleration and Implicit Regularization in Gaussian Phase Retrieval","created":"2023-11-21","cited_by_count":1,"area":null},{"id":"2512.07490","title":"Efficient Low-Tubal-Rank Tensor Estimation via Alternating Preconditioned Gradient Descent","created":"2025-12-08","cited_by_count":1,"area":null}],"next_cursor":null}