| Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions | Mar 31, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization | Mar 21, 2016 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Unscented Bayesian Optimization for Safe Robot Grasping | Mar 7, 2016 | Bayesian Optimization | —Unverified | 0 |
| Multi-Information Source Optimization | Mar 1, 2016 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| FLASH: Fast Bayesian Optimization for Data Analytic Pipelines | Feb 20, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Parallel Bayesian Global Optimization of Expensive Functions | Feb 16, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics | Feb 14, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Stratified Bayesian Optimization | Feb 7, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Minimum Regret Search for Single- and Multi-Task Optimization | Feb 2, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Time-Varying Gaussian Process Bandit Optimization | Jan 25, 2016 | Bayesian Optimization | —Unverified | 0 |
