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Workshop
LLM Enhanced Bayesian Optimization for Scientific Applications like Fusion
Sahand Ghorbanpour · Ricardo Luna Gutierrez · Vineet Gundecha · Desik Rengarajan · Ashwin Ramesh Babu · Soumyendu Sarkar
Poster
Wed 11:00 Bayesian Adaptive Calibration and Optimal Design
Rafael Oliveira · Dino Sejdinovic · David Howard · Edwin Bonilla
Workshop
BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings
Karine Karine · Susan Murphy · Benjamin Marlin
Workshop
Bayesian Optimization over Bounded Domains with Beta Product Kernels
Huy Hoang Nguyen · Han Zhou · Matthew Blaschko · Aleksei Tiulpin
Poster
Wed 16:30 Batched Energy-Entropy acquisition for Bayesian Optimization
Felix Teufel · Carsten Stahlhut · Jesper Ferkinghoff-Borg
Workshop
Variational Last Layers for Bayesian Optimization
Paul Brunzema · Mikkel Jordahn · John Willes · Sebastian Trimpe · Jasper Snoek · James Harrison
Workshop
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
Poster
Wed 16:30 Approximation-Aware Bayesian Optimization
Natalie Maus · Kyurae Kim · David Eriksson · Geoff Pleiss · John Cunningham · Jacob Gardner
Poster
Wed 16:30 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
Chaeyun Jang · Hyungi Lee · Jungtaek Kim · Juho Lee
Workshop
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth
Poster
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
Workshop
Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data
Kentaro Hoffman · Tyler H. McCormick