| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| Bayesian Optimization Allowing for Common Random Numbers | Oct 21, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes | Oct 21, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Integrals over Gaussians under Linear Domain Constraints | Oct 21, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Policy Learning for Malaria Control | Oct 20, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Constrained Bayesian Optimization with Max-Value Entropy Search | Oct 15, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization | Oct 14, 2019 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 2 |
| Bayesian Optimization using Pseudo-Points | Oct 12, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Bayesian Optimization Meets Riemannian Manifolds in Robot Learning | Oct 11, 2019 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks | Oct 9, 2019 | Active LearningBayesian Optimisation | —Unverified | 0 |
