| New Heuristics for Parallel and Scalable Bayesian Optimization | Jul 1, 2018 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks | Jun 28, 2018 | Bayesian Optimization | —Unverified | 0 |
| Auto-Keras: An Efficient Neural Architecture Search System | Jun 27, 2018 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization of Combinatorial Structures | Jun 22, 2018 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Stagewise Safe Bayesian Optimization with Gaussian Processes | Jun 20, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Differentiable Compositional Kernel Learning for Gaussian Processes | Jun 12, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| BOCK : Bayesian Optimization with Cylindrical Kernels | Jun 5, 2018 | Bayesian Optimization | CodeCode Available | 0 |
| Efficient and Scalable Batch Bayesian Optimization Using K-Means | Jun 4, 2018 | Bayesian Optimizationcompressed sensing | —Unverified | 0 |
| Tight Regret Bounds for Bayesian Optimization in One Dimension | May 30, 2018 | Bayesian Optimization | —Unverified | 0 |
| A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations | May 30, 2018 | Bayesian Optimization | —Unverified | 0 |
