| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations | Apr 4, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach | Jun 9, 2023 | Active LearningBayesian Optimisation | CodeCode Available | 0 | 5 |
| B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search | Feb 7, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 | 5 |
| ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations | Aug 5, 2019 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 | 5 |
| High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces | Dec 21, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Diagnosing and fixing common problems in Bayesian optimization for molecule design | Jun 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Characterizing Bias in Classifiers using Generative Models | May 30, 2019 | Bayesian Optimizationimage-classification | CodeCode Available | 0 | 5 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
