| 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 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives | Jan 26, 2025 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| Causal Discovery via Bayesian Optimization | Jan 25, 2025 | Bayesian OptimizationCausal Discovery | CodeCode Available | 1 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 |
| Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup | Oct 31, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning | Sep 4, 2020 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 1 |
| Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars | Nov 3, 2022 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index | Jun 28, 2024 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
| Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool | Jun 24, 2024 | Bayesian Optimization | CodeCode Available | 1 |
| Deep Pipeline Embeddings for AutoML | May 23, 2023 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 1 |
| Deep Unfolded Tensor Robust PCA with Self-supervised Learning | Dec 21, 2022 | Bayesian OptimizationSelf-Supervised Learning | CodeCode Available | 1 |
| A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences | Jun 7, 2024 | Bayesian OptimizationDrug Design | CodeCode Available | 1 |
| Differential Evolution for Neural Architecture Search | Dec 11, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| A Study of Bayesian Neural Network Surrogates for Bayesian Optimization | May 31, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models | May 26, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? | Jun 8, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Supervising the Multi-Fidelity Race of Hyperparameter Configurations | Feb 20, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| AutoOED: Automated Optimal Experiment Design Platform | Apr 13, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting | Apr 18, 2024 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders | Mar 23, 2022 | Bayesian OptimizationDenoising | CodeCode Available | 1 |
