| Bayesian Optimization for Multi-objective Optimization and Multi-point Search | May 7, 2019 | Bayesian Optimization | —Unverified | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| Interpretability with Accurate Small Models | May 4, 2019 | Bayesian Optimization | —Unverified | 0 |
| Data-efficient Learning of Morphology and Controller for a Microrobot | May 3, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| 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 |
| Bayesian Optimization for Policy Search via Online-Offline Experimentation | Apr 1, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Using Gaussian process regression for efficient parameter reconstruction | Mar 28, 2019 | Bayesian Optimizationregression | —Unverified | 0 |
| Sampling Acquisition Functions for Batch Bayesian Optimization | Mar 22, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning | Mar 12, 2019 | Bayesian Optimization | —Unverified | 0 |
| Financial Applications of Gaussian Processes and Bayesian Optimization | Mar 12, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Efficient Optimization of Echo State Networks for Time Series Datasets | Mar 12, 2019 | AstronomyBayesian Optimization | CodeCode Available | 1 |
| Sim-to-Real Transfer for Biped Locomotion | Mar 4, 2019 | Bayesian OptimizationFriction | —Unverified | 0 |
| High-dimensional Bayesian optimization using low-dimensional feature spaces | Feb 27, 2019 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Fully Distributed Bayesian Optimization with Stochastic Policies | Feb 26, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
