| Sustainable Concrete via Bayesian Optimization | Oct 27, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| qPOTS: Efficient batch multiobjective Bayesian optimization via Pareto optimal Thompson sampling | Oct 24, 2023 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers | Oct 2, 2023 | Bayesian OptimizationInstruction Following | CodeCode Available | 1 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| CARE: Confidence-rich Autonomous Robot Exploration using Bayesian Kernel Inference and Optimization | Sep 11, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| CktGNN: Circuit Graph Neural Network for Electronic Design Automation | Aug 31, 2023 | Bayesian OptimizationGraph Learning | CodeCode Available | 1 |
| HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses | Aug 22, 2023 | Bayesian OptimizationBilevel Optimization | CodeCode Available | 1 |
| HomOpt: A Homotopy-Based Hyperparameter Optimization Method | Aug 7, 2023 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces | Jul 2, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Tuning Legged Locomotion Controllers via Safe Bayesian Optimization | Jun 12, 2023 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 1 |
| Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? | Jun 8, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Memory-Based Dual Gaussian Processes for Sequential Learning | Jun 6, 2023 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models | Jun 5, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| Constrained Causal Bayesian Optimization | May 31, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| A Study of Bayesian Neural Network Surrogates for Bayesian Optimization | May 31, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| Protein Design with Guided Discrete Diffusion | May 31, 2023 | Bayesian OptimizationDenoising | CodeCode Available | 1 |
| PFNs4BO: In-Context Learning for Bayesian Optimization | May 27, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Query-Efficient Black-Box Red Teaming via Bayesian Optimization | May 27, 2023 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 1 |
| DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models | May 26, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Deep Pipeline Embeddings for AutoML | May 23, 2023 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 1 |
| Alignment of Density Maps in Wasserstein Distance | May 21, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| NUBO: A Transparent Python Package for Bayesian Optimization | May 11, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| 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 |
