| Practitioner Motives to Select Hyperparameter Optimization Methods | Mar 3, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Why risk matters for protein binder design | Mar 31, 2025 | Bayesian OptimizationModel Selection | —Unverified | 0 | 0 |
| ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales | Mar 28, 2023 | Bayesian Optimization | —Unverified | 0 | 0 |
| Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions | Mar 1, 2017 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Zero-shot Transfer Learning for Gray-box Hyper-parameter Optimization | Jan 1, 2021 | Bayesian OptimizationTransfer Learning | —Unverified | 0 | 0 |
| Bayesian Optimization using Deep Gaussian Processes | May 7, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| Multi-objective Bayesian Optimization using Pareto-frontier Entropy | Jun 1, 2019 | Bayesian Optimization | —Unverified | 0 | 0 |
| Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow Tailoring | May 31, 2019 | Bayesian Optimization | —Unverified | 0 | 0 |
| Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization | Oct 29, 2019 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 | 0 |
| Subword Sampling for Low Resource Word Alignment | Dec 21, 2020 | Bayesian OptimizationMachine Translation | —Unverified | 0 | 0 |