| Particle Swarm Optimization: A survey of historical and recent developments with hybridization perspectives | Apr 15, 2018 | global-optimization | —Unverified | 0 |
| On efficient global optimization via universal Kriging surrogate models | Mar 23, 2018 | feature selectionglobal-optimization | —Unverified | 0 |
| Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates | Mar 22, 2018 | global-optimization | —Unverified | 0 |
| Local Kernels that Approximate Bayesian Regularization and Proximal Operators | Mar 9, 2018 | global-optimizationvalid | —Unverified | 0 |
| Relocalization, Global Optimization and Map Merging for Monocular Visual-Inertial SLAM | Mar 5, 2018 | global-optimizationPose Estimation | CodeCode Available | 0 |
| A Global Information Based Adaptive Threshold for Grouping Large Scale Global Optimization Problems | Mar 1, 2018 | global-optimization | —Unverified | 0 |
| Niching an Archive-based Gaussian Estimation of Distribution Algorithm via Adaptive Clustering | Mar 1, 2018 | Clusteringglobal-optimization | —Unverified | 0 |
| Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive | Feb 25, 2018 | global-optimization | —Unverified | 0 |
| High Dimensional Bayesian Optimization Using Dropout | Feb 15, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Cross Entropy based Optimization Algorithm with Global Convergence Guarantees | Jan 31, 2018 | global-optimization | —Unverified | 0 |
| Sine Cosine Crow Search Algorithm: A powerful hybrid meta heuristic for global optimization | Jan 25, 2018 | global-optimization | —Unverified | 0 |
| Designing Patient-Specific Optimal Neurostimulation Patterns for Seizure Suppression | Jan 16, 2018 | global-optimization | —Unverified | 0 |
| Discrete symbolic optimization and Boltzmann sampling by continuous neural dynamics: Gradient Symbolic Computation | Jan 4, 2018 | global-optimization | —Unverified | 0 |
| PHOENICS: A universal deep Bayesian optimizer | Jan 4, 2018 | Bayesian OptimizationDensity Estimation | CodeCode Available | 0 |
| Multi-Scale Video Frame-Synthesis Network with Transitive Consistency Loss | Dec 7, 2017 | global-optimizationOptical Flow Estimation | —Unverified | 0 |
| PFAx: Predictable Feature Analysis to Perform Control | Dec 2, 2017 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| The reparameterization trick for acquisition functions | Dec 1, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Multi-view Matrix Factorization for Linear Dynamical System Estimation | Dec 1, 2017 | global-optimization | —Unverified | 0 |
| Shape Complementarity Analysis for Objects of Arbitrary Shape | Dec 1, 2017 | Drug Designglobal-optimization | —Unverified | 0 |
| Improving 6D Pose Estimation of Objects in Clutter via Physics-aware Monte Carlo Tree Search | Oct 24, 2017 | 6D Pose Estimation6D Pose Estimation using RGB | —Unverified | 0 |
| Simplex Search Based Brain Storm Optimization | Oct 24, 2017 | global-optimization | —Unverified | 0 |
| Learning to Warm-Start Bayesian Hyperparameter Optimization | Oct 17, 2017 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| From Point Clouds to Mesh Using Regression | Oct 1, 2017 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| Optimization assisted MCMC | Sep 9, 2017 | global-optimization | —Unverified | 0 |
| End-to-End Neural Relation Extraction with Global Optimization | Sep 1, 2017 | General Classificationglobal-optimization | —Unverified | 0 |