low-rank matrix estimation

RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts ICML 2025 Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits ICML 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024 Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation NeurIPS 2024 The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NeurIPS 2022 Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021 The estimation error of general first order methods COLT 2020 Personalizing Many Decisions with High-Dimensional Covariates NeurIPS 2019 Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018 A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation AISTATS 2017 Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016 Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 Statistical Performance of Convex Tensor Decomposition NeurIPS 2011