| Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization | Mar 26, 2025 | Bayesian OptimizationSelf-Learning | —Unverified | 0 |
| BayesOpt: A Library for Bayesian optimization with Robotics Applications | Sep 3, 2013 | Active LearningBayesian Optimization | —Unverified | 0 |
| Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting | Dec 15, 2024 | Bayesian Optimization | —Unverified | 0 |
| BEACON: A Bayesian Evolutionary Approach for Counterexample Generation of Control Systems | Mar 9, 2024 | Bayesian Optimization | —Unverified | 0 |
| BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems | Jun 5, 2024 | Bayesian OptimizationDrug Discovery | —Unverified | 0 |
| Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization | Sep 29, 2021 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms | Sep 12, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Benchmarking state-of-the-art gradient boosting algorithms for classification | May 26, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space | Feb 13, 2025 | Bayesian Optimization | —Unverified | 0 |
| Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints | Nov 4, 2022 | Bayesian Optimization | —Unverified | 0 |
| A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems | Sep 22, 2021 | Bayesian OptimizationDefect Detection | —Unverified | 0 |
| Chance Constrained Policy Optimization for Process Control and Optimization | Jul 30, 2020 | Bayesian OptimizationChemical Process | —Unverified | 0 |
| Bayesian Optimization for Selecting Efficient Machine Learning Models | Aug 2, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation | Aug 14, 2024 | Bayesian OptimizationRecommendation Systems | —Unverified | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries | Dec 24, 2024 | Bayesian Optimization | —Unverified | 0 |
| Bias-Robust Bayesian Optimization via Dueling Bandits | May 25, 2021 | Bayesian Optimization | —Unverified | 0 |
| Automated Tuning of Nonlinear Kalman Filters for Optimal Trajectory Tracking Performance of AUVs | Apr 7, 2023 | Bayesian Optimization | —Unverified | 0 |
| Bayesian optimization for robust robotic grasping using a sensorized compliant hand | Oct 23, 2024 | Active LearningBayesian Optimization | —Unverified | 0 |
| Automatic Configuration for Optimal Communication Scheduling in DNN Training | Dec 27, 2021 | Bayesian OptimizationScheduling | —Unverified | 0 |
| Automatic dimensionality reduction of Twin-in-the-Loop Observers | Jan 18, 2024 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm | Mar 20, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model | Mar 9, 2025 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |