| BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits | May 29, 2014 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Measurements with Noise: Bayesian Optimization for Co-optimizing Noise and Property Discovery in Automated Experiments | Oct 3, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| High-dimensional Bayesian Optimization with Group Testing | Oct 5, 2023 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Bayesian Optimization-based Combinatorial Assignment | Aug 31, 2022 | 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 |
| An Information-Theoretic Framework for Unifying Active Learning Problems | Dec 19, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| Demystifying the Adversarial Robustness of Random Transformation Defenses | Jun 18, 2022 | Adversarial RobustnessAutonomous Vehicles | CodeCode Available | 0 | 5 |
| mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions | Mar 9, 2017 | Bayesian Optimizationregression | CodeCode Available | 0 | 5 |
| A Java Implementation of Parameter-less Evolutionary Algorithms | Jun 26, 2015 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Diagnosing and fixing common problems in Bayesian optimization for molecule design | Jun 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 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 | 5 |
| Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal | Oct 14, 2024 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 | 5 |
| Deep Generative Models for Subgraph Prediction | Aug 7, 2024 | Bayesian OptimizationGraph Learning | CodeCode Available | 0 | 5 |
| AdaCL:Adaptive Continual Learning | Mar 23, 2023 | Bayesian Optimizationclass-incremental learning | CodeCode Available | 0 | 5 |
| Bayesian Optimisation for Sequential Experimental Design with Applications in Additive Manufacturing | Jul 27, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 | 5 |
| A Java Implementation of the SGA, UMDA, ECGA, and HBOA | Jun 26, 2015 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning | Jan 28, 2025 | Bayesian OptimizationFace Detection | CodeCode Available | 0 | 5 |
| Multi-Fidelity Cost-Aware Bayesian Optimization | Nov 4, 2022 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 | 5 |
| BILBO: BILevel Bayesian Optimization | Feb 4, 2025 | Bayesian OptimizationBilevel Optimization | CodeCode Available | 0 | 5 |
| Process-constrained batch Bayesian approaches for yield optimization in multi-reactor systems | Aug 5, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Black-box Adversarial Attacks with Bayesian Optimization | Sep 30, 2019 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces | Sep 22, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery | May 1, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
