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Workshop
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Optimal Spectroscopic Measurement Design: Bayesian Framework for Rational Data Acquisition
Yusei Ito · Yasuo Takeichi · Hideitsu Hino · Kanta Ono
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Workshop
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Recursive Nested Filtering for Efficient Amortized Bayesian Experimental Design
Sahel Mohammad Iqbal · Hany Abdulsamad · Sara Perez-Vieites · Simo Sarkka · Adrien Corenflos
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data
Kentaro Hoffman · Tyler H. McCormick
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Poster
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Fri 11:00
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Amortized Bayesian Experimental Design for Decision-Making
Daolang Huang · Yujia Guo · Luigi Acerbi · Samuel Kaski
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Workshop
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Efficient Experimentation for Estimation of Continuous and Discrete Conditional Treatment Effects
Muhammed Razzak · Panagiotis Tigas · Andrew Jesson · Yarin Gal · Uri Shalit
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Workshop
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Amortized Decision-Aware Bayesian Experimental Design
Daolang Huang · Yujia Guo · Luigi Acerbi · Samuel Kaski
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Workshop
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Sat 9:00
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Bayesian Decision-making and Uncertainty: from probabilistic and spatiotemporal modeling to sequential experiment design
Alexander Terenin · Natalie Maus · Renato Berlinghieri · Zi Wang
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Poster
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Fri 16:30
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Bayesian-guided Label Mapping for Visual Reprogramming
Chengyi Cai · Zesheng Ye · Lei Feng · Jianzhong Qi · Feng Liu
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Workshop
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Real-time Position Reconstruction for the KamLAND-Zen Experiment using Hardware-AI Co-design
Alexander Migala · Eugene Ku · Zepeng Li · Aobo Li
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Workshop
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Data-Efficient Variational Mutual Information Estimation via Bayesian Self-Consistency
Desi R Ivanova · Marvin Schmitt · Stefan Radev
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Tutorial
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Tue 9:30
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Experimental Design and Analysis for AI Researchers
Michael Mozer · Katherine Hermann · Jennifer Hu
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Poster
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Wed 11:00
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Data Acquisition via Experimental Design for Data Markets
Charles Lu · Baihe Huang · Sai Praneeth Karimireddy · Praneeth Vepakomma · Michael Jordan · Ramesh Raskar
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