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69 Results
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Workshop
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Variational Inference in Similarity Spaces: A Bayesian Approach to Personalized Federated Learning Pedro Henrique Barros · Fabricio Murai · Amir Houmansadr · Alejandro C. Frery · Heitor Filho |
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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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Poster
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Fri 11:00 |
Fixed Confidence Best Arm Identification in the Bayesian Setting Kyoungseok Jang · Junpei Komiyama · Kazutoshi Yamazaki |
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Workshop
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LLM Enhanced Bayesian Optimization for Scientific Applications like Fusion Sahand Ghorbanpour · Ricardo Luna Gutierrez · Vineet Gundecha · Desik Rengarajan · Ashwin Ramesh Babu · Soumyendu Sarkar |
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Poster
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Thu 16:30 |
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning Tristan Cinquin · Marvin Pförtner · Vincent Fortuin · Philipp Hennig · Robert Bamler |
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Workshop
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Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study Pengfei He · Yingqian Cui · Han Xu · Hui Liu · Makoto Yamada · Jiliang Tang · Yue XING |
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Poster
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Wed 16:30 |
Batched Energy-Entropy acquisition for Bayesian Optimization Felix Teufel · Carsten Stahlhut · Jesper Ferkinghoff-Borg |
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Workshop
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Efficient Experimentation for Estimation of Continuous and Discrete Conditional Treatment Effects Muhammed Razzak · Panagiotis Tigas · Andrew Jesson · Yarin Gal · Uri Shalit |
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data Kentaro Hoffman · Tyler H. McCormick |
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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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Cost-effective Reduced-Order Modeling via Bayesian Active Learning Amir Hossein Rahmati · Nathan Urban · Byung-Jun Yoon · Xiaoning Qian |
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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 |