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| Minimum Regret Search for Single- and Multi-Task Optimization | Feb 2, 2016 | Bayesian Optimization | CodeCode Available | 0 |
| Time-Varying Gaussian Process Bandit Optimization | Jan 25, 2016 | Bayesian Optimization | —Unverified | 0 |
| Probabilistic Programming with Gaussian Process Memoization | Dec 17, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| A General Framework for Constrained Bayesian Optimization using Information-based Search | Nov 30, 2015 | Bayesian OptimizationCPU | —Unverified | 0 |
| Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization | Nov 24, 2015 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions | Nov 23, 2015 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond | Nov 21, 2015 | Active LearningBayesian Optimization | —Unverified | 0 |
| Variational Auto-encoded Deep Gaussian Processes | Nov 19, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
