Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits

Kyoungseok Jang; Chicheng Zhang; Kwang-Sung Jun

2024 ICML ICML 2024

Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

covariance matrix experimental design low-rank matrix estimation recovery guarantee lowpopart regret upper bounds

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