On the role of Model Uncertainties in Bayesian OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
Preferential Batch Bayesian OptimizationInternational Workshop on Machine Learning for Signal Processing (MLSP), 2020 |
High-dimensional Black-box Optimization Under UncertaintyComputers & Operations Research (COR), 2019 |
Autotune: A Derivative-free Optimization Framework for Hyperparameter
TuningKnowledge Discovery and Data Mining (KDD), 2018 |