| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence | Dec 6, 2023 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design | Jun 25, 2023 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Falsification of Learning-Based Controllers through Multi-Fidelity Bayesian Optimization | Dec 28, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets | May 23, 2016 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks | Feb 1, 2025 | Bayesian 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 |
| Domain Invariant Learning for Gaussian Processes and Bayesian Exploration | Dec 18, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| D-VAE: A Variational Autoencoder for Directed Acyclic Graphs | Apr 24, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation | Nov 6, 2024 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | CodeCode Available | 0 | 5 |
| FLASH: Fast Bayesian Optimization for Data Analytic Pipelines | Feb 20, 2016 | Bayesian 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 |
| 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 |
| Closed-Loop phase selection in EEG-TMS using Bayesian Optimization | Oct 8, 2024 | Bayesian OptimizationEEG | CodeCode Available | 0 | 5 |
| Diagnosing and fixing common problems in Bayesian optimization for molecule design | Jun 11, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization | Oct 25, 2023 | Bayesian OptimizationVariational Inference | CodeCode Available | 0 | 5 |
| Automated Machine Learning with Monte-Carlo Tree Search | Jun 1, 2019 | AutoMLBayesian Optimization | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Good practices for Bayesian Optimization of high dimensional structured spaces | Dec 31, 2020 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Coverage-Based Designs Improve Sample Mining and Hyper-Parameter Optimization | Sep 5, 2018 | Bayesian OptimizationData Summarization | 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 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
