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63 Results
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Workshop
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Bayesian Optimization over Bounded Domains with Beta Product Kernels Huy Hoang Nguyen · Han Zhou · Matthew Blaschko · Aleksei Tiulpin |
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Workshop
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TR-BEACON: Shedding Light on Efficient Behavior Discovery in High-Dimensional Spaces with Bayesian Novelty Search over Trust Regions Wei-Ting Tang · Ankush Chakrabarty · Joel Paulson |
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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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Poster
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Wed 16:30 |
Approximation-Aware Bayesian Optimization Natalie Maus · Kyurae Kim · David Eriksson · Geoff Pleiss · John Cunningham · Jacob Gardner |
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Workshop
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Variational Last Layers for Bayesian Optimization Paul Brunzema · Mikkel Jordahn · John Willes · Sebastian Trimpe · Jasper Snoek · James Harrison |
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Poster
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Wed 16:30 |
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang · Hyungi Lee · Jungtaek Kim · Juho Lee |
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Workshop
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Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth |
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Poster
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Thu 16:30 |
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences Miguel González-Duque · Richard Michael · Simon Bartels · Yevgen Zainchkovskyy · Søren Hauberg · Wouter Boomsma |
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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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Adaptive Representation of MOFs in Bayesian Optimization Mahyar Rajabi Kochi · Negareh Mahboubi · Aseem Gill · Mohamad Moosavi |
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Workshop
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Learning from Less: Bayesian Neural Networks for Optimization Proxy using Limited Labeled Data Parikshit Pareek · Kaarthik Sundar · Deep Deka · Sidhant Misra |
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Workshop
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Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences Alan Amin · Nate Gruver · Yucen Li · Yilun Kuang · Hunter Elliott · Calvin McCarter · Aniruddh Raghu · Peyton Greenside · Andrew Wilson |