| 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 |
