conftrace_

low-rank matrix

174 papers

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Co-occurring keywords

matrix completion (356) convex optimization (1321) matrix factorization (529) low-rank matrix recovery (57) matrix recovery (51) low-rank approximation (323) non-convex optimization (547) nuclear norm (79) gradient descent (1144) collaborative filtering (300)

Papers

Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023
Geometric Analysis of Matrix Sensing over Graphs NIPS 2023
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NIPS 2023
Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023
Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence NIPS 2023
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023
On Low-rank Trace Regression under General Sampling Distribution JMLR 2022
Homomorphic Matrix Completion NIPS 2022
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022
Predicting Long-Term Citations from Short-Term Linguistic Influence EMNLP 2022
Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022
D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022
Low-Rank Generalized Linear Bandit Problems AISTATS 2021
Matrix Completion with Model-free Weighting ICML 2021
Unique sparse decomposition of low rank matrices NIPS 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Learning Treatment Effects in Panels with General Intervention Patterns NIPS 2021
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021
Principal Subspace Estimation Under Information Diffusion AISTATS 2021
Optimal Gradient-based Algorithms for Non-concave Bandit Optimization NIPS 2021
Matrix Completion with Hierarchical Graph Side Information NIPS 2020
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix ICML 2020