Practical multi-fidelity Bayesian optimization for hyperparameter tuning J Wu, S Toscano-Palmerin, PI Frazier, AG Wilson Uncertainty in Artificial Intelligence, 788-798, 2020 | 178 | 2020 |
Bayesian optimization with expensive integrands S Toscano-Palmerin, PI Frazier arXiv preprint arXiv:1803.08661, 2018 | 58 | 2018 |
Bayesian Optimization with Expensive Integrands S Toscano-Palmerin, PI Frazier SIAM Journal on Optimization 32 (2), 417-444, 2022 | 15 | 2022 |
Stratified bayesian optimization S Toscano-Palmerin, PI Frazier International Conference on Monte Carlo and Quasi-Monte Carlo Methods in …, 2016 | 6 | 2016 |
Effort allocation and statistical inference for 1-dimensional multistart stochastic gradient descent S Toscano-Palmerin, P Frazier 2018 Winter Simulation Conference (WSC), 1850-1861, 2018 | 5 | 2018 |
Asymptotic validity of the Bayes-inspired Indifference Zone procedure: The non-normal known variance case S Toscano-Palmerin, PI Frazier 2015 Winter Simulation Conference (WSC), 3868-3879, 2015 | 2 | 2015 |
Grey-Box Bayesian Optimization: Improving Performance by Looking Inside the Black-Box S Toscano Palmerin | | 2020 |
Multi-fidelity bayesian optimization with trace observations S Toscano-Palmerin Proceedings of the 2018 Winter Simulation Conference, 4172-4173, 2018 | | 2018 |