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2020 – today
- 2024
[i2]Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue:
Practical Bayesian Algorithm Execution via Posterior Sampling. CoRR abs/2410.20596 (2024)- 2023
- [c2]Fengxue Zhang, Jialin Song, James C. Bowden, Alexander Ladd, Yisong Yue, Thomas Desautels, Yuxin Chen:
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation. ICML 2023: 41579-41595 - [i1]Fengxue Zhang, Jialin Song, James C. Bowden, Alexander Ladd, Yisong Yue, Thomas A. Desautels, Yuxin Chen:
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation. CoRR abs/2307.13371 (2023)
2010 – 2019
- 2016
- [j3]Jacob S. Calvert, Qingqing Mao
, Angela J. Rogers, Christopher W. Barton, Melissa Jay, Thomas Desautels, Hamid Mohamadlou, Jasmine Jan, Ritankar Das:
A computational approach to mortality prediction of alcohol use disorder inpatients. Comput. Biol. Medicine 75: 74-79 (2016) - 2015
- [j2]Thomas A. Desautels, JaeHoon Choe, Parag Gad, Mandheerej S. Nandra, Roland R. Roy, Hui Zhong, Yu-Chong Tai, V. Reggie Edgerton, Joel W. Burdick:
An Active Learning Algorithm for Control of Epidural Electrostimulation. IEEE Trans. Biomed. Eng. 62(10): 2443-2455 (2015) - 2014
- [j1]Thomas Desautels, Andreas Krause, Joel W. Burdick:
Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization. J. Mach. Learn. Res. 15(1): 3873-3923 (2014) - 2012
- [c1]Thomas Desautels, Andreas Krause, Joel W. Burdick:
Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization. ICML 2012
Coauthor Index
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