| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | CodeCode Available | 0 | 5 |
| Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation | Jan 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| A Corrected Expected Improvement Acquisition Function Under Noisy Observations | Oct 8, 2023 | Bayesian OptimizationModel Compression | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates | Jul 28, 2016 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| A Tutorial on Bayesian Optimization | Jul 8, 2018 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| A General Framework for User-Guided Bayesian Optimization | Nov 24, 2023 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Attacking Vision-based Perception in End-to-End Autonomous Driving Models | Oct 2, 2019 | Autonomous DrivingBayesian Optimization | CodeCode Available | 0 | 5 |
