| BayesFT: Bayesian Optimization for Fault Tolerant Neural Network Architecture | Sep 30, 2022 | Bayesian Optimizationimage-classification | CodeCode Available | 0 | 5 |
| Rethinking Gradient-Based Methods: Multi-Property Materials Design Beyond Differentiable Targets | Oct 11, 2024 | Band GapBayesian Optimization | CodeCode Available | 0 | 5 |
| Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization | Jun 22, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Event-Triggered Time-Varying Bayesian Optimization | Aug 23, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| FLASH: Fast Bayesian Optimization for Data Analytic Pipelines | Feb 20, 2016 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Batched Large-scale Bayesian Optimization in High-dimensional Spaces | Jun 5, 2017 | Bayesian OptimizationDiversity | CodeCode Available | 0 | 5 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Batched High-dimensional Bayesian Optimization via Structural Kernel Learning | Mar 6, 2017 | Bayesian OptimizationPoint Processes | 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 |
| DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks | Feb 1, 2025 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| An Analysis of Safety Guarantees in Multi-Task Bayesian Optimization | Mar 11, 2025 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Batch Bayesian Optimization via Particle Gradient Flows | Sep 10, 2022 | Bayesian InferenceBayesian Optimisation | 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 |
| Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design | Jul 1, 2018 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Batch Bayesian Optimization via Local Penalization | May 29, 2015 | Bayesian OptimisationBayesian 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 |
| A Simple and Efficient Approach to Batch Bayesian Optimization | Nov 25, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel | Feb 26, 2021 | Bayesian OptimizationPoint Processes | CodeCode Available | 0 | 5 |
| Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation Learning | Apr 18, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| An Adaptive Dropout Approach for High-Dimensional Bayesian Optimization | Apr 15, 2025 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Discovering Many Diverse Solutions with Bayesian Optimization | Oct 20, 2022 | Bayesian OptimizationDiversity | 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 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
