| 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 |
| Adaptive Simulation-based Training of AI Decision-makers using Bayesian Optimization | Mar 27, 2017 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Goal-Driven Dynamics Learning via Bayesian Optimization | Mar 27, 2017 | Active LearningBayesian Optimization | —Unverified | 0 |
| Gaussian Processes with Context-Supported Priors for Active Object Localization | Mar 25, 2017 | Active Object LocalizationBayesian Optimization | —Unverified | 0 |
| Information-theoretic Model Identification and Policy Search using Physics Engines with Application to Robotic Manipulation | Mar 22, 2017 | Bayesian OptimizationFriction | —Unverified | 0 |
| Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm | Mar 20, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Budgeted Batch Bayesian Optimization With Unknown Batch Sizes | Mar 15, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Optimization with Gradients | Mar 13, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
