| 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 |
| 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 |