| A Nonmyopic Approach to Cost-Constrained Bayesian Optimization | Jun 10, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning | Dec 16, 2023 | Autonomous DrivingAutonomous Racing | CodeCode Available | 0 | 5 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Deep Neural Architecture Search with Deep Graph Bayesian Optimization | May 14, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning | Jul 31, 2019 | Bayesian OptimizationDeep Learning | CodeCode Available | 0 | 5 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach | Jun 9, 2023 | Active LearningBayesian Optimisation | CodeCode Available | 0 | 5 |
| GPflowOpt: A Bayesian Optimization Library using TensorFlow | Nov 10, 2017 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian Optimization-based Combinatorial Assignment | Aug 31, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Inverse Bayesian Optimization: Learning Human Acquisition Functions in an Exploration vs Exploitation Search Task | Apr 16, 2021 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| An Invariant Information Geometric Method for High-Dimensional Online Optimization | Jan 3, 2024 | Bayesian OptimizationMuJoCo | CodeCode Available | 0 | 5 |
