| GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs | Nov 21, 2024 | Bayesian OptimizationRed Teaming | CodeCode Available | 1 | 5 |
| A General Recipe for Likelihood-free Bayesian Optimization | Jun 27, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 | 5 |
| GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation | Sep 23, 2022 | Bayesian Optimizationvalid | CodeCode Available | 1 | 5 |
| GP+: A Python Library for Kernel-based learning via Gaussian Processes | Dec 12, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes | Jul 13, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization Meets Self-Distillation | Apr 25, 2023 | Bayesian Optimizationimage-classification | CodeCode Available | 1 | 5 |
| Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars | Nov 3, 2022 | AutoMLBayesian 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 |
| Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences | Dec 10, 2024 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Function Networks | Dec 31, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Deep Unfolded Tensor Robust PCA with Self-supervised Learning | Dec 21, 2022 | Bayesian OptimizationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 | 5 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Sampling Densities in MRI | Sep 15, 2022 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization | Oct 18, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization | Mar 21, 2016 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization over Permutation Spaces | Dec 2, 2021 | Bayesian OptimizationHeuristic Search | CodeCode Available | 1 | 5 |
| Alignment of Density Maps in Wasserstein Distance | May 21, 2023 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| A Study of Bayesian Neural Network Surrogates for Bayesian Optimization | May 31, 2023 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Output-Weighted Optimal Sampling | Apr 22, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| AdaLead: A simple and robust adaptive greedy search algorithm for sequence design | Oct 5, 2020 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian optimization with known experimental and design constraints for chemistry applications | Mar 29, 2022 | Bayesian Optimizationscientific discovery | CodeCode Available | 1 | 5 |
| Bayesian Optimization with High-Dimensional Outputs | Jun 24, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Inversion-based Latent Bayesian Optimization | Nov 8, 2024 | Bayesian OptimizationDecoder | CodeCode Available | 1 | 5 |
| Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces | Jul 2, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 | 5 |
| BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives | Jan 26, 2025 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting | Apr 18, 2024 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 | 5 |
| A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences | Jun 7, 2024 | Bayesian OptimizationDrug Design | 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 |
| Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool | Jun 24, 2024 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| BOHB: Robust and Efficient Hyperparameter Optimization at Scale | Jul 4, 2018 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces | Feb 8, 2019 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Amortized Probabilistic Conditioning for Optimization, Simulation and Inference | Oct 20, 2024 | Bayesian OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
| A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? | Feb 7, 2024 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 1 | 5 |
| 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 |
| Accelerating high-throughput virtual screening through molecular pool-based active learning | Dec 13, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots | Apr 15, 2020 | Bayesian OptimizationPoint Processes | CodeCode Available | 1 | 5 |
| A stacked DCNN to predict the RUL of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 | 5 |
| An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization | Jul 11, 2020 | Bayesian OptimizationData Augmentation | 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 |
| AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly | May 22, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 | 5 |
| BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization | Apr 25, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 | 5 |
| Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage | Mar 29, 2022 | Bayesian OptimizationFederated Learning | CodeCode Available | 1 | 5 |
| Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization | Nov 11, 2022 | Bayesian Optimization | CodeCode Available | 1 | 5 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
