| Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations | Aug 16, 2016 | Bayesian Optimization | —Unverified | 0 |
| Warm Starting Bayesian Optimization | Aug 11, 2016 | Bayesian Optimization | —Unverified | 0 |
| Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates | Jul 28, 2016 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction | Jul 27, 2016 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Multi-Step Bayesian Optimization for One-Dimensional Feasibility Determination | Jul 11, 2016 | Bayesian Optimization | —Unverified | 0 |
| Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization | Jun 14, 2016 | Bayesian OptimizationDiscourse Parsing | —Unverified | 0 |
| The Parallel Knowledge Gradient Method for Batch Bayesian Optimization | Jun 14, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian | May 31, 2016 | Bayesian Optimization | —Unverified | 0 |
| Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets | May 23, 2016 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Bayesian Hyperparameter Optimization for Ensemble Learning | May 20, 2016 | Bayesian OptimizationEnsemble Learning | —Unverified | 0 |
