| Batch Bayesian Optimization via Local Penalization | May 29, 2015 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization for Synthetic Gene Design | May 7, 2015 | Bayesian Optimization | —Unverified | 0 |
| Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction | Apr 13, 2015 | Bayesian OptimizationObject | —Unverified | 0 |
| Differentiating the multipoint Expected Improvement for optimal batch design | Mar 18, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Denoising Autoencoders for fast Combinatorial Black Box Optimization | Mar 6, 2015 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| Bayesian Optimization of Text Representations | Mar 2, 2015 | Bayesian OptimizationGeneral Classification | —Unverified | 0 |
| Classification and Bayesian Optimization for Likelihood-Free Inference | Feb 19, 2015 | Bayesian OptimizationClassification | —Unverified | 0 |
| Scalable Bayesian Optimization Using Deep Neural Networks | Feb 19, 2015 | Bayesian OptimizationCaption Generation | CodeCode Available | 0 |
| Predictive Entropy Search for Bayesian Optimization with Unknown Constraints | Feb 18, 2015 | Bayesian Optimization | CodeCode Available | 0 |
| Probabilistic Line Searches for Stochastic Optimization | Feb 10, 2015 | Bayesian OptimizationStochastic Optimization | CodeCode Available | 0 |
