| Hyperparameter Optimization: A Spectral Approach | Jun 2, 2017 | Bayesian Optimizationcompressed sensing | CodeCode Available | 0 |
| Improving the Expected Improvement Algorithm | May 29, 2017 | Bayesian Optimization | —Unverified | 0 |
| Probabilistic Matrix Factorization for Automated Machine Learning | May 15, 2017 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| On the choice of the low-dimensional domain for global optimization via random embeddings | Apr 18, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Preferential Bayesian Optimization | Apr 12, 2017 | Bayesian OptimizationRecommendation Systems | —Unverified | 0 |
| Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations | Apr 4, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature | Mar 31, 2017 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Probabilistic Line Searches for Stochastic Optimization | Mar 29, 2017 | Bayesian OptimizationStochastic Optimization | CodeCode Available | 0 |
| Goal-Driven Dynamics Learning via Bayesian Optimization | Mar 27, 2017 | Active LearningBayesian Optimization | —Unverified | 0 |
| Adaptive Simulation-based Training of AI Decision-makers using Bayesian Optimization | Mar 27, 2017 | Bayesian OptimizationDecision Making | —Unverified | 0 |
