| BEACON: A Bayesian Evolutionary Approach for Counterexample Generation of Control Systems | Mar 9, 2024 | Bayesian Optimization | —Unverified | 0 | 0 |
| BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems | Jun 5, 2024 | Bayesian OptimizationDrug Discovery | —Unverified | 0 | 0 |
| Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization | Sep 29, 2021 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms | Sep 12, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Benchmarking state-of-the-art gradient boosting algorithms for classification | May 26, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints | Nov 4, 2022 | Bayesian Optimization | —Unverified | 0 | 0 |
| Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information | Sep 20, 2023 | Bayesian OptimizationClustering | —Unverified | 0 | 0 |
| Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation | Aug 14, 2024 | Bayesian OptimizationRecommendation Systems | —Unverified | 0 | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 | 0 |
| Bias-Robust Bayesian Optimization via Dueling Bandits | May 25, 2021 | Bayesian Optimization | —Unverified | 0 | 0 |
| Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm | Mar 20, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Black-Box Optimization of Object Detector Scales | Oct 29, 2020 | Bayesian OptimizationObject | —Unverified | 0 | 0 |
| BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models | Mar 27, 2024 | Bayesian Optimization | —Unverified | 0 | 0 |
| Blind Targeting: Personalization under Third-Party Privacy Constraints | Jul 7, 2025 | Bayesian OptimizationPrivacy Preserving | —Unverified | 0 | 0 |
| BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver | Jul 31, 2021 | Bayesian OptimizationVariational Inference | —Unverified | 0 | 0 |
| BO-DBA: Query-Efficient Decision-Based Adversarial Attacks via Bayesian Optimization | Jun 4, 2021 | Bayesian Optimization | —Unverified | 0 | 0 |
| BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization | Feb 4, 2020 | Bayesian Optimizationtext-to-speech | —Unverified | 0 | 0 |
| BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL | May 28, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 | 0 |
| BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters | Dec 16, 2021 | Bayesian Optimization | —Unverified | 0 | 0 |
| BOIS: Bayesian Optimization of Interconnected Systems | Nov 19, 2023 | Bayesian OptimizationChemical Process | —Unverified | 0 | 0 |
| BOMP-NAS: Bayesian Optimization Mixed Precision NAS | Jan 27, 2023 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 | 0 |
| BORA: Bayesian Optimization for Resource Allocation | Oct 12, 2022 | Bayesian OptimizationMarketing | —Unverified | 0 | 0 |
| BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models | Oct 31, 2022 | Bayesian OptimizationClassification | —Unverified | 0 | 0 |