| BO-SA-PINNs: Self-adaptive physics-informed neural networks based on Bayesian optimization for automatically designing PDE solvers | Apr 14, 2025 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| BOSS: Bayesian Optimization over String Spaces | Oct 2, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives | Jan 26, 2025 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup | Oct 31, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| A General Recipe for Likelihood-free Bayesian Optimization | Jun 27, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders | Mar 23, 2022 | Bayesian OptimizationDenoising | CodeCode Available | 1 | 5 |
| Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models | May 21, 2025 | Bayesian OptimizationSpeech Synthesis | CodeCode Available | 1 | 5 |
| Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage | Mar 29, 2022 | Bayesian OptimizationFederated Learning | CodeCode Available | 1 | 5 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 | 5 |
| ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning | Sep 4, 2020 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Causal Discovery via Bayesian Optimization | Jan 25, 2025 | Bayesian OptimizationCausal Discovery | CodeCode Available | 1 | 5 |
| On Controller Tuning with Time-Varying Bayesian Optimization | Jul 22, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 | 5 |
| Denoising Autoencoders for fast Combinatorial Black Box Optimization | Mar 6, 2015 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 | 5 |
| CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage Kernels | Jan 13, 2021 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 | 5 |
| Black-Box Optimization with Local Generative Surrogates | Feb 11, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 | 5 |
| A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay | Aug 11, 2022 | Bayesian OptimizationFault Diagnosis | CodeCode Available | 1 | 5 |
| Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization | Nov 11, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| PFNs4BO: In-Context Learning for Bayesian Optimization | May 27, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 | 5 |
| Policy Transfer via Kinematic Domain Randomization and Adaptation | Nov 3, 2020 | Bayesian OptimizationDomain Adaptation | CodeCode Available | 1 | 5 |
| AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly | May 22, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 | 5 |
| Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors | Oct 31, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Efficient Hyperparameter Optimization with Adaptive Fidelity Identification | Jan 1, 2024 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
