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63 Results
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Workshop
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Active Learning for Optimal Minimization of Experimental Characterization Uncertainty Marcus Schwarting · Nathan Seifert · Logan Ward · Ben Blaiszik · Ian Foster · Yuxin Chen · Kirill Prozument |
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Workshop
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Meta-Learned Bayesian Optimization for Energy Yield in Inertial Confinement Fusion Vineet Gundecha · Ricardo Luna Gutierrez · Sahand Ghorbanpour · Rahman Ejaz · Avisek Naug · Soumyendu Sarkar |
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Workshop
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Dimension Deficit: Is 3D a Step Too Far for Optimizing Molecules? Andres Guzman-Cordero · Luca Thiede · Gary Tom · Alan Aspuru-Guzik · Felix Strieth-Kalthoff · Agustinus Kristiadi |
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Poster
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Wed 11:00 |
Pre-trained Gaussian Processes for Bayesian Optimization Zi Wang · George Dahl · Kevin Swersky · Chansoo Lee · Zachary Nado · Justin Gilmer · Jasper Snoek · Zoubin Ghahramani |
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Workshop
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Explainable Meta Bayesian Optimization with Human Feedback for Fusion Energy Ricardo Luna Gutierrez · Sahand Ghorbanpour · Vineet Gundecha · Rahman Ejaz · Avisek Naug · Desik Rengarajan · Ashwin Ramesh Babu · Soumyendu Sarkar |
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Workshop
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Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning Mingxuan Li · Jungtaek Kim · Paul Leu |
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Workshop
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If optimizing for general parameters in chemistry is useful, why is it hardly done? Stefan P. Schmid · Ella Miray Rajaonson · Cher-Tian Ser · Mohammad Haddadnia · Shi Xuan Leong · Alan Aspuru-Guzik · Agustinus Kristiadi · Kjell Jorner · Felix Strieth-Kalthoff |
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Workshop
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Meta-Learned Bayesian Optimization for Energy Yield in Inertial Confinement Fusion Vineet Gundecha · Ricardo Luna Gutierrez · Sahand Ghorbanpour · Desik Rengarajan · Rahman Ejaz · Varchas Gopalaswamy · Riccardo Betti · Soumyendu Sarkar |
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Poster
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Fri 11:00 |
Transition Constrained Bayesian Optimization via Markov Decision Processes Jose Pablo Folch · Calvin Tsay · Robert Lee · Behrang Shafei · Weronika Ormaniec · Andreas Krause · Mark van der Wilk · Ruth Misener · Mojmir Mutny |
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Workshop
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Constrained Multi-objective Bayesian Optimization Diantong Li · Fengxue Zhang · Chong Liu · Yuxin Chen |
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Workshop
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Bayesian Optimization of High-dimensional Outputs with Human Feedback Qing Feng · Zhiyuan Jerry Lin · Yujia Zhang · Ben Letham · Jelena Markovic-Voronov · Ryan-Rhys Griffiths · Peter Frazier · Eytan Bakshy |
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Poster
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Thu 11:00 |
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks Benjamin Feuer · Robin Schirrmeister · Valeriia Cherepanova · Chinmay Hegde · Frank Hutter · Micah Goldblum · Niv Cohen · Colin White |