| The Vizier Gaussian Process Bandit Algorithm | Aug 21, 2024 | Bayesian Optimization | CodeCode Available | 5 | 5 |
| Efficient Automated Deep Learning for Time Series Forecasting | May 11, 2022 | AutoMLBayesian Optimization | CodeCode Available | 4 | 5 |
| Evolve Cost-aware Acquisition Functions Using Large Language Models | Apr 25, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 3 | 5 |
| BoFire: Bayesian Optimization Framework Intended for Real Experiments | Aug 9, 2024 | Bayesian Optimization | CodeCode Available | 3 | 5 |
| Efficient and Robust Automated Machine Learning | Dec 1, 2015 | AutoMLBayesian Optimization | CodeCode Available | 3 | 5 |
| Model-based Asynchronous Hyperparameter and Neural Architecture Search | Mar 24, 2020 | AutoMLBayesian Optimization | CodeCode Available | 3 | 5 |
| syftr: Pareto-Optimal Generative AI | May 26, 2025 | Bayesian OptimizationRAG | CodeCode Available | 3 | 5 |
| Predicting from Strings: Language Model Embeddings for Bayesian Optimization | Oct 14, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 3 | 5 |
| BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization | Oct 14, 2019 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 2 | 5 |
| Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 | Apr 20, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 2 | 5 |
