| Practical Bayesian Optimization for Variable Cost Objectives | Mar 13, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions | Mar 9, 2017 | Bayesian Optimizationregression | CodeCode Available | 0 |
| Grammar Variational Autoencoder | Mar 6, 2017 | Bayesian OptimizationSymbolic Regression | CodeCode Available | 0 |
| Batched High-dimensional Bayesian Optimization via Structural Kernel Learning | Mar 6, 2017 | Bayesian OptimizationPoint Processes | CodeCode Available | 0 |
| Max-value Entropy Search for Efficient Bayesian Optimization | Mar 6, 2017 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning | Mar 5, 2017 | Bayesian OptimizationClassification | —Unverified | 0 |
| Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization | Mar 3, 2017 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions | Mar 1, 2017 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| The Statistical Recurrent Unit | Mar 1, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| RoBO: A Flexible and Robust Bayesian Optimization Framework in Python | Jan 1, 2017 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
