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38 Results
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Poster
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Thu 15:00 |
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs Lin Yang · Junlong Lyu · Wenlong Lyu · Zhitang Chen |
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Poster
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Thu 15:00 |
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework Ziyi Huang · Henry Lam · Amirhossein Meisami · Haofeng Zhang |
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Workshop
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Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design Melis Ilayda Bal · Pier Giuseppe Sessa · Mojmir Mutny · Andreas Krause |
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Workshop
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Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang · Jungtaek Kim · Hyungi Lee · Juho Lee |
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Poster
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Tue 8:45 |
Self-Correcting Bayesian Optimization through Bayesian Active Learning Carl Hvarfner · Erik Hellsten · Frank Hutter · Luigi Nardi |
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Workshop
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Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine Ketong Shao · Diego Romeres · Ankush Chakrabarty · Ali Mesbah |
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Poster
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Wed 15:00 |
Quantum Bayesian Optimization Zhongxiang Dai · Zhongxiang Dai · Gregory Kang Ruey Lau · Arun Verma · YAO SHU · Bryan Kian Hsiang Low · Patrick Jaillet |
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Workshop
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Practical Path-based Bayesian Optimization Jose Pablo Folch · James Odgers · Shiqiang Zhang · Robert Lee · Behrang Shafei · David Walz · Calvin Tsay · Mark van der Wilk · Ruth Misener |
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Poster
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Wed 8:45 |
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization Haitz Sáez de Ocáriz Borde · Alvaro Arroyo · Ismael Morales · Ingmar Posner · Xiaowen Dong |
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Poster
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Tue 8:45 |
Bayesian Optimization with Cost-varying Variable Subsets Sebastian Tay · Chuan Sheng Foo · Daisuke Urano · Richalynn Leong · Bryan Kian Hsiang Low |
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Workshop
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Learning relevant contextual variables within Bayesian optimization Julien Martinelli · Ayush Bharti · Armi Tiihonen · Louis Filstroff · ST John · Sabina Sloman · Patrick Rinke · Samuel Kaski |
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Poster
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Tue 8:45 |
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization Kamil Dreczkowski · Antoine Grosnit · Haitham Bou Ammar |