"bayesian experimental design" Papers

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Conference

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Active Task Disambiguation with LLMs

Katarzyna Kobalczyk, Nicolás Astorga, Tennison Liu et al.

ICLR 2025arXiv:2502.04485
7
citations

ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition

Daolang Huang, Xinyi Wen, Ayush Bharti et al.

NEURIPS 2025spotlightarXiv:2506.07259
2
citations

Timely Clinical Diagnosis through Active Test Selection

Silas Ruhrberg Estévez, Nicolás Astorga, Mihaela van der Schaar

NEURIPS 2025arXiv:2510.18988

Nesting Particle Filters for Experimental Design in Dynamical Systems

Sahel Iqbal, Adrien Corenflos, Simo Särkkä et al.

ICML 2024arXiv:2402.07868
8
citations

PASOA- PArticle baSed Bayesian Optimal Adaptive design

Jacopo Iollo, Christophe Heinkelé, Pierre Alliez et al.

ICML 2024arXiv:2402.07160
4
citations