"experimental design" Papers

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Hyperparameter Loss Surfaces Are Simple Near their Optima

Nicholas Lourie, He He, Kyunghyun Cho

COLM 2025paper
1
citations

Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards

Artin Tajdini, Jonathan Scarlett, Kevin Jamieson

NEURIPS 2025arXiv:2506.04775
2
citations

PIED: Physics-Informed Experimental Design for Inverse Problems

Apivich Hemachandra, Gregory Kang Ruey Lau, See-Kiong Ng et al.

ICLR 2025arXiv:2503.07070
1
citations

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

Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

ICML 2024arXiv:2402.11156
4
citations

Performance Bounds for Active Binary Testing with Information Maximization

Aditya Chattopadhyay, Benjamin Haeffele, Rene Vidal et al.

ICML 2024

Position: Leverage Foundational Models for Black-Box Optimization

Xingyou Song, Yingtao Tian, Robert Lange et al.

ICML 2024arXiv:2405.03547
19
citations

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

Quan Nguyen, Adji Bousso Dieng

ICML 2024arXiv:2405.02449
15
citations