2024 "experimental design" Papers

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

Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

ICML 2024posterarXiv:2402.11156

Performance Bounds for Active Binary Testing with Information Maximization

Aditya Chattopadhyay, Benjamin Haeffele, Rene Vidal et al.

ICML 2024poster

Position: Leverage Foundational Models for Black-Box Optimization

Xingyou Song, Yingtao Tian, Robert Lange et al.

ICML 2024posterarXiv:2405.03547

Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design

Quan Nguyen, Adji Bousso Dieng

ICML 2024posterarXiv:2405.02449