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| Policy Search in Continuous Action Domains: an Overview | Mar 13, 2018 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
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| Verifying Controllers Against Adversarial Examples with Bayesian Optimization | Feb 23, 2018 | Bayesian Optimizationreinforcement-learning | CodeCode Available | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups | Feb 20, 2018 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| 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 |
