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56 Results
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Poster
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Wed 9:00 |
Batch Bayesian optimisation via density-ratio estimation with guarantees Rafael Oliveira · Louis Tiao · Fabio Ramos |
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Poster
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Wed 14:00 |
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport Matthias Bitzer · Mona Meister · Christoph Zimmer |
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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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Poster
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Thu 14:00 |
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel Changyong Oh · Roberto Bondesan · Efstratios Gavves · Max Welling |
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Poster
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Thu 14:00 |
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces Leonard Papenmeier · Luigi Nardi · Matthias Poloczek |
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Poster
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Thu 14:00 |
Near-Optimal Multi-Agent Learning for Safe Coverage Control Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause |
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Poster
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Wed 14:00 |
Generalizing Bayesian Optimization with Decision-theoretic Entropies Willie Neiswanger · Lantao Yu · Shengjia Zhao · Chenlin Meng · Stefano Ermon |
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Workshop
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Gaussian Process Thompson sampling for Bayesian optimization of dynamic masking-based language model pre-training Iñigo Urteaga · Moulay Zaidane Draidia · Tomer Lancewicki · Shahram Khadivi |
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Poster
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Wed 14:00 |
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine Ilker Demirel · Ahmet Alparslan Celik · Cem Tekin |
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Poster
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Tue 9:00 |
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low |
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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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Poster
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Thu 9:00 |
Joint Entropy Search For Maximally-Informed Bayesian Optimization Carl Hvarfner · Frank Hutter · Luigi Nardi |