| Counterexample Guided Inductive Optimization Applied to Mobile Robots Path Planning (Extended Version) | Aug 14, 2017 | global-optimization | —Unverified | 0 |
| Fast Modeling Methods for Complex System with Separable Features | Aug 5, 2017 | global-optimization | —Unverified | 0 |
| Local Bayesian Optimization of Motor Skills | Aug 1, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| High Dimensional Bayesian Optimization with Elastic Gaussian Process | Aug 1, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Global optimization for low-dimensional switching linear regression and bounded-error estimation | Jul 18, 2017 | global-optimizationregression | —Unverified | 0 |
| Exploiting Active Subspaces in Global Optimization: How Complex is your Problem? | Jul 9, 2017 | global-optimization | —Unverified | 0 |
| Methods for finding leader--follower equilibria with multiple followers | Jul 7, 2017 | global-optimization | —Unverified | 0 |
| Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization | Jul 1, 2017 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Stochastic Global Optimization Algorithms: A Systematic Formal Approach | Jun 7, 2017 | global-optimization | —Unverified | 0 |
| Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems | May 26, 2017 | Blind Image DeblurringClustering | —Unverified | 0 |
| Simultaneous Multiple Surface Segmentation Using Deep Learning | May 19, 2017 | Deep Learningglobal-optimization | —Unverified | 0 |
| Adaptive Rate of Convergence of Thompson Sampling for Gaussian Process Optimization | May 18, 2017 | global-optimizationThompson Sampling | —Unverified | 0 |
| The True Destination of EGO is Multi-local Optimization | Apr 19, 2017 | global-optimization | —Unverified | 0 |
| On the choice of the low-dimensional domain for global optimization via random embeddings | Apr 18, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations | Apr 4, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| A Hybrid Data Association Framework for Robust Online Multi-Object Tracking | Mar 31, 2017 | global-optimizationMulti-Object Tracking | —Unverified | 0 |
| 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 |