| Query-Efficient Black-Box Red Teaming via Bayesian Optimization | May 27, 2023 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 1 |
| Benchmarking state-of-the-art gradient boosting algorithms for classification | May 26, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models | May 26, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Inverse Protein Folding Using Deep Bayesian Optimization | May 25, 2023 | Bayesian OptimizationProtein Folding | —Unverified | 0 |
| The Behavior and Convergence of Local Bayesian Optimization | May 24, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning | May 24, 2023 | Bayesian OptimizationDensity Ratio Estimation | —Unverified | 0 |
| Deep Pipeline Embeddings for AutoML | May 23, 2023 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 1 |
| Learning Relevant Contextual Variables Within Bayesian Optimization | May 23, 2023 | Bayesian OptimizationModel Selection | CodeCode Available | 0 |
| Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML | May 23, 2023 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Alignment of Density Maps in Wasserstein Distance | May 21, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| Multi-objective optimisation via the R2 utilities | May 19, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission | May 18, 2023 | Bayesian Optimization | —Unverified | 0 |
| Neuromorphic Bayesian Optimization in Lava | May 18, 2023 | Bayesian Optimization | —Unverified | 0 |
| Mastering the exploration-exploitation trade-off in Bayesian Optimization | May 15, 2023 | Bayesian OptimizationScheduling | —Unverified | 0 |
| NUBO: A Transparent Python Package for Bayesian Optimization | May 11, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents | May 11, 2023 | Bayesian OptimizationSegmentation | —Unverified | 0 |
| BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning | May 9, 2023 | Bayesian OptimizationFederated Learning | —Unverified | 0 |
| No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function Approximations | May 5, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling | May 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Random Function Descent | May 2, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Representing Additive Gaussian Processes by Sparse Matrices | Apr 29, 2023 | Additive modelsBayesian Optimization | —Unverified | 0 |
| Network Cascade Vulnerability using Constrained Bayesian Optimization | Apr 27, 2023 | Bayesian Optimization | —Unverified | 0 |
| NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science | Apr 27, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| RegHEC: Hand-Eye Calibration via Simultaneous Multi-view Point Clouds Registration of Arbitrary Object | Apr 27, 2023 | Bayesian OptimizationMotion Estimation | CodeCode Available | 1 |
