| Constrained Bayesian Optimization with Noisy Experiments | Jun 21, 2017 | Bayesian Optimization | —Unverified | 0 |
| Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes | Jun 12, 2017 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space | Jun 6, 2017 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Batched Large-scale Bayesian Optimization in High-dimensional Spaces | Jun 5, 2017 | Bayesian OptimizationDiversity | CodeCode Available | 0 |
| 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 |
| Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search | May 11, 2017 | Bayesian Optimization | CodeCode Available | 1 |
| 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 |
