| Local policy search with Bayesian optimization | Jun 22, 2021 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 |
| Bayesian Optimization over Hybrid Spaces | Jun 8, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains | May 23, 2021 | Active LearningBayesian Optimisation | CodeCode Available | 1 |
| AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly | May 22, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| A hyperparameter-tuning approach to automated inverse planning | May 14, 2021 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 |
| HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation | May 4, 2021 | Bayesian OptimizationQ-Learning | CodeCode Available | 1 |
| Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure | Apr 23, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| OCTIS: Comparing and Optimizing Topic models is Simple! | Apr 19, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| AutoOED: Automated Optimal Experiment Design Platform | Apr 13, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation | Mar 5, 2021 | Bayesian Optimizationregression | CodeCode Available | 1 |
| Kernel Interpolation for Scalable Online Gaussian Processes | Mar 2, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization with Sparse Axis-Aligned Subspaces | Feb 27, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| NOMU: Neural Optimization-based Model Uncertainty | Feb 26, 2021 | Bayesian Optimizationmodel | CodeCode Available | 1 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 |
| Explaining Inference Queries with Bayesian Optimization | Feb 10, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage Kernels | Jan 13, 2021 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization | Dec 18, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Mercer Features for Efficient Combinatorial Bayesian Optimization | Dec 14, 2020 | Bayesian OptimizationThompson Sampling | CodeCode Available | 1 |
| Accelerating high-throughput virtual screening through molecular pool-based active learning | Dec 13, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Differential Evolution for Neural Architecture Search | Dec 11, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements | Dec 5, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters | Dec 1, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
