| Evaluation System for a Bayesian Optimization Service | May 19, 2016 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning | May 12, 2016 | Bayesian OptimizationRepresentation Learning | —Unverified | 0 |
| Automatic LQR Tuning Based on Gaussian Process Global Optimization | May 6, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Probabilistic Adaptive Search System for Exploring the Face Space | Apr 28, 2016 | Bayesian Optimization | —Unverified | 0 |
| CMA-ES for Hyperparameter Optimization of Deep Neural Networks | Apr 25, 2016 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| 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 |
