| Policy Search in Continuous Action Domains: an Overview | Mar 13, 2018 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Optimization for Dynamic Problems | Mar 9, 2018 | Bayesian Optimization | —Unverified | 0 |
| Verifying Controllers Against Adversarial Examples with Bayesian Optimization | Feb 23, 2018 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 0 |
| High Dimensional Bayesian Optimization Using Dropout | Feb 15, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| NeVAE: A Deep Generative Model for Molecular Graphs | Feb 14, 2018 | Bayesian OptimizationDecoder | CodeCode Available | 0 |
| Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter | Feb 10, 2018 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Practical Transfer Learning for Bayesian Optimization | Feb 6, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| ILPS at TREC 2017 Common Core Track | Jan 31, 2018 | Bayesian OptimizationRetrieval | —Unverified | 0 |
| Information Directed Sampling and Bandits with Heteroscedastic Noise | Jan 29, 2018 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Upgrading from Gaussian Processes to Student's-T Processes | Jan 18, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
