| Factored Contextual Policy Search with Bayesian Optimization | Apr 26, 2019 | Active LearningBayesian Optimization | —Unverified | 0 |
| D-VAE: A Variational Autoencoder for Directed Acyclic Graphs | Apr 24, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design | Apr 17, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| On the Performance of Differential Evolution for Hyperparameter Tuning | Apr 15, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning | Apr 10, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning | Apr 8, 2019 | Bayesian OptimizationInductive Bias | —Unverified | 0 |
| Learning to Control Highly Accelerated Ballistic Movements on Muscular Robots | Apr 7, 2019 | Bayesian OptimizationSafe Exploration | —Unverified | 0 |
| Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization | Apr 4, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Enhancement of Energy-Based Swing-Up Controller via Entropy Search | Apr 2, 2019 | Bayesian Optimization | —Unverified | 0 |
| Adaptive Bayesian Linear Regression for Automated Machine Learning | Apr 1, 2019 | AutoMLBayesian Optimization | —Unverified | 0 |
