| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | 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 |
| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Parameter Tuning of the XOR Neural Network | Sep 22, 2017 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian optimization for stable properties amid processing fluctuations in sputter deposition | May 6, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| A Robust Experimental Evaluation of Automated Multi-Label Classification Methods | May 16, 2020 | AutoMLBayesian Optimization | CodeCode Available | 0 | 5 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | CodeCode Available | 0 | 5 |
| Distributionally Ambiguous Optimization Techniques for Batch Bayesian Optimization | Jul 13, 2017 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Diagnosing and fixing common problems in Bayesian optimization for molecule design | Jun 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| A DEEP ADVERSARIAL LEARNING METHODOLOGY FOR DESIGNING MICROSTRUCTURAL MATERIAL SYSTEMS | Aug 26, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Min Max Optimization | Jul 29, 2021 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian optimization for materials design | Jun 3, 2015 | Bayesian Optimizationregression | CodeCode Available | 0 | 5 |
| Bayesian Optimization in Variational Latent Spaces with Dynamic Compression | Jul 10, 2019 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Applying Multi-Fidelity Bayesian Optimization in Chemistry: Open Challenges and Major Considerations | Sep 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning | Jul 31, 2019 | Bayesian OptimizationDeep Learning | CodeCode Available | 0 | 5 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Deep Generative Models for Subgraph Prediction | Aug 7, 2024 | Bayesian OptimizationGraph Learning | CodeCode Available | 0 | 5 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 | 5 |
| Bayesian Optimization for Iterative Learning | Sep 20, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Bayesian Optimization -- Multi-Armed Bandit Problem | Dec 14, 2020 | Bayesian OptimizationSurvey | CodeCode Available | 0 | 5 |
| A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks | Nov 22, 2020 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 | 5 |
| Deep Neural Architecture Search with Deep Graph Bayesian Optimization | May 14, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
