Thomas Desautels

According to our database, Thomas Desautels authored at least 4 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the International Conference on Machine Learning, 2023

2016

A computational approach to mortality prediction of alcohol use disorder inpatients.

Jacob S. Calvert, Qingqing Mao, Angela J. Rogers, Christopher W. Barton, Melissa Jay, Thomas Desautels, Hamid Mohamadlou, Jasmine Jan, Ritankar Das

Comput. Biol. Medicine, 2016

2015

An Active Learning Algorithm for Control of Epidural Electrostimulation.

Thomas A. Desautels, JaeHoon Choe, Parag Gad, Mandheerej S. Nandra, Roland R. Roy, Hui Zhong, Yu-Chong Tai, V. Reggie Edgerton, Joel W. Burdick

IEEE Trans. Biomed. Eng., 2015

2014

Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization.

Thomas Desautels, Andreas Krause, Joel W. Burdick

J. Mach. Learn. Res., 2014