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Workshop
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Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization
Yanzheng Wang · TIANYU SHI · Jie Fu
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Workshop
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Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization
Yanzheng Wang · Tianyu Shi
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Poster
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Wed 15:00
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Batch Bayesian Optimization For Replicable Experimental Design
Zhongxiang Dai · Zhongxiang Dai · Quoc Phong Nguyen · Sebastian Tay · Daisuke Urano · Richalynn Leong · Bryan Kian Hsiang Low · Patrick Jaillet
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Poster
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Thu 8:45
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End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes
Alexandre Maraval · Matthieu Zimmer · Antoine Grosnit · Haitham Bou Ammar
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Workshop
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Sat 7:20
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From Theory to Impact: Unlocking the Power of Bayesian Optimization on Real-World Science and Engineering Systems - Joel Paulson
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Poster
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Tue 8:45
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Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
Saghar Adler · Vijay Subramanian
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Poster
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Wed 15:00
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Distributionally Robust Bayesian Optimization with φ-divergences
Hisham Husain · Vu Nguyen · Anton van den Hengel
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Workshop
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Preferential Heteroscedastic Bayesian Optimization with Informative Noise Priors
Marshal Sinaga · Julien Martinelli · Samuel Kaski
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Poster
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Thu 15:00
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Robust Bayesian Satisficing
Artun Saday · Y. Cahit Yıldırım · Cem Tekin
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Poster
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Wed 15:00
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Bayesian Optimisation of Functions on Graphs
Xingchen Wan · Pierre Osselin · Henry Kenlay · Binxin Ru · Michael A Osborne · Xiaowen Dong
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Workshop
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Sustainable Concrete via Bayesian Optimization
Sebastian Ament · Andrew Witte · Nishant Garg · Julius Kusuma
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Workshop
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BoChemian: Large Language Model Embeddings for Bayesian Optimization of Chemical Reactions
Bojana Rankovic · Philippe Schwaller
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