| Bayesian Optimization with Gradients | Mar 13, 2017 | Bayesian Optimizationglobal-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 |
| Max-value Entropy Search for Efficient Bayesian Optimization | Mar 6, 2017 | Bayesian OptimisationBayesian Optimization | 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 |
| 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 |
| The Statistical Recurrent Unit | Mar 1, 2017 | Bayesian Optimization | CodeCode Available | 0 |
| Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions | Mar 1, 2017 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| RoBO: A Flexible and Robust Bayesian Optimization Framework in Python | Jan 1, 2017 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Bayesian Optimization with Shape Constraints | Dec 28, 2016 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Output Constraint Transfer for Kernelized Correlation Filter in Tracking | Dec 16, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization for Machine Learning : A Practical Guidebook | Dec 14, 2016 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Hybrid Repeat/Multi-point Sampling for Highly Volatile Objective Functions | Dec 13, 2016 | Bayesian Optimization | —Unverified | 0 |
| Towards Adaptive Training of Agent-based Sparring Partners for Fighter Pilots | Dec 13, 2016 | Bayesian Optimization | —Unverified | 0 |
| Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down | Dec 9, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Factored Contextual Policy Search with Bayesian Optimization | Dec 6, 2016 | Active LearningBayesian Optimization | —Unverified | 0 |
| Active Search for Sparse Signals with Region Sensing | Dec 2, 2016 | Bayesian OptimizationCompressive Sensing | —Unverified | 0 |
| Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach | Dec 1, 2016 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization with Robust Bayesian Neural Networks | Dec 1, 2016 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes | Dec 1, 2016 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Tuning the Scheduling of Distributed Stochastic Gradient Descent with Bayesian Optimization | Dec 1, 2016 | Bayesian OptimizationScheduling | —Unverified | 0 |
| Threshold Learning for Optimal Decision Making | Dec 1, 2016 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Bayesian optimization for automated model selection | Dec 1, 2016 | Bayesian Optimizationmodel | —Unverified | 0 |
| Safety-Aware Robot Damage Recovery Using Constrained Bayesian Optimization and Simulated Priors | Nov 28, 2016 | Bayesian Optimization | —Unverified | 0 |
