| A Deterministic Global Optimization Method for Variational Inference | Mar 21, 2017 | global-optimizationVariational Inference | —Unverified | 0 |
| Budgeted Batch Bayesian Optimization With Unknown Batch Sizes | Mar 15, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization | Mar 14, 2017 | global-optimization | —Unverified | 0 |
| Bayesian Optimization with Gradients | Mar 13, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Parallel Implementation of Efficient Search Schemes for the Inference of Cancer Progression Models | Mar 8, 2017 | global-optimizationSpecificity | —Unverified | 0 |
| Global optimization of Lipschitz functions | Mar 7, 2017 | global-optimizationHyperparameter Optimization | CodeCode Available | 0 |
| Convergence rate of a simulated annealing algorithm with noisy observations | Mar 1, 2017 | global-optimization | —Unverified | 0 |
| Neural Decision Trees | Feb 23, 2017 | Clusteringglobal-optimization | —Unverified | 0 |
| Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization | Dec 29, 2016 | global-optimizationRetrieval | —Unverified | 0 |
| Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down | Dec 9, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
