Desautels, Thomas

7 publications

AISTATS 2025 Robust Multi-Fidelity Bayesian Optimization with Deep Kernel and Partition Fengxue Zhang, Thomas Desautels, Yuxin Chen

NeurIPS 2024 Practical Bayesian Algorithm Execution via Posterior Sampling Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue

NeurIPSW 2024 Practical Bayesian Algorithm Execution via Posterior Sampling Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue

NeurIPSW 2024 Robust Multi-Fidelity Bayesian Optimization with Deep Kernel and Partition Fengxue Zhang, Thomas Desautels, Yuxin Chen

ICML 2023 Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation Fengxue Zhang, Jialin Song, James C Bowden, Alexander Ladd, Yisong Yue, Thomas Desautels, Yuxin Chen

JMLR 2014 Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization Thomas Desautels, Andreas Krause, Joel W. Burdick

ICML 2012 Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization Thomas Desautels, Andreas Krause, Joel W. Burdick