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Workshop
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Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
Shunsuke Horii
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Workshop
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More trustworthy Bayesian optimization of materials properties by adding human into the loop
Armi Tiihonen · Louis Filstroff · Petrus Mikkola · Emma Lehto · Samuel Kaski · Milica Todorović · Patrick Rinke
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Workshop
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Multi-fidelity Bayesian experimental design using power posteriors
Andrew Jones · Diana Cai · Barbara Engelhardt
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Poster
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Tue 9:00
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Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
Jannik Kossen · Sebastian Farquhar · Yarin Gal · Thomas Rainforth
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Workshop
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Fri 13:15
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Sparse Bayesian Optimization
Sulin Liu
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Workshop
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Fri 9:30
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Personalized Dose Guidance using Safe Bayesian Optimization
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Workshop
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Fri 14:40
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Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments
Tal Golan · Wenxuan Guo
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Poster
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Tue 9:00
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Triangulation candidates for Bayesian optimization
Robert Gramacy · Annie Sauer · Nathan Wycoff
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Workshop
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Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon
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Workshop
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Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments
Tal Golan · Wenxuan Guo · Heiko Schütt · Nikolaus Kriegeskorte
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Workshop
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PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
Ji Won Park · Samuel Stanton · Saeed Saremi · Andrew Watkins · Stephen Ra · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau
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Poster
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Wed 14:00
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Interventions, Where and How? Experimental Design for Causal Models at Scale
Panagiotis Tigas · Yashas Annadani · Andrew Jesson · Bernhard Schölkopf · Yarin Gal · Stefan Bauer
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