conftrace_

low-rank matrix estimation

11 papers

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Co-occurring keywords

low-rank matrix (174) matrix completion (356) linear convergence (158) mean squared error (69) sample complexity (1169) leverage score (28) model-free reinforcement learning (63) singular value shrinkage (5) statistical error (4) two-layer neural network (19)

Papers

Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation NIPS 2024
Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024
Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NIPS 2022
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021
Personalizing Many Decisions with High-Dimensional Covariates NIPS 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
Statistical Performance of Convex Tensor Decomposition NIPS 2011