| Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization | Apr 18, 2016 | Bayesian OptimizationMachine Translation | —Unverified | 0 |
| Bayesian Neighbourhood Component Analysis | Apr 8, 2016 | Bayesian OptimizationMetric Learning | —Unverified | 0 |
| Bayesian Optimization with Exponential Convergence | Apr 5, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A sequential Monte Carlo approach to Thompson sampling for Bayesian optimization | Apr 1, 2016 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| A Stratified Analysis of Bayesian Optimization Methods | Mar 31, 2016 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions | Mar 31, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| 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 |
