| Geocoding of trees from street addresses and street-level images | Feb 5, 2020 | global-optimization | —Unverified | 0 |
| Uncertainty Quantification for Bayesian Optimization | Feb 4, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model | Feb 2, 2020 | global-optimizationLanguage Modeling | —Unverified | 0 |
| Consensus-Based Optimization on Hypersurfaces: Well-Posedness and Mean-Field Limit | Jan 31, 2020 | global-optimization | —Unverified | 0 |
| Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning | Jan 31, 2020 | BIG-bench Machine Learningglobal-optimization | CodeCode Available | 0 |
| Finding Optimal Points for Expensive Functions Using Adaptive RBF-Based Surrogate Model Via Uncertainty Quantification | Jan 19, 2020 | global-optimizationUncertainty Quantification | —Unverified | 0 |
| Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization | Jan 12, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Fractional order graph neural network | Jan 5, 2020 | global-optimizationGraph Neural Network | —Unverified | 0 |
| DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems | Dec 29, 2019 | Clusteringglobal-optimization | CodeCode Available | 0 |
| Adaptive Bayesian Reticulum | Dec 12, 2019 | global-optimization | CodeCode Available | 0 |
| Sequential vs. Integrated Algorithm Selection and Configuration: A Case Study for the Modular CMA-ES | Dec 12, 2019 | global-optimizationHyperparameter Optimization | —Unverified | 0 |
| Analysis of the Optimization Landscapes for Overcomplete Representation Learning | Dec 5, 2019 | global-optimizationRepresentation Learning | —Unverified | 0 |
| Bayesian optimization with local search | Nov 20, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Multi-Attribute Bayesian Optimization With Interactive Preference Learning | Nov 14, 2019 | AttributeBayesian Optimization | —Unverified | 0 |
| MAP Clustering under the Gaussian Mixture Model via Mixed Integer Nonlinear Optimization | Nov 8, 2019 | Clusteringglobal-optimization | —Unverified | 0 |
| High-dimensional Black-box Optimization Under Uncertainty | Nov 6, 2019 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Machine Learning for high speed channel optimization | Nov 1, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited | Nov 1, 2019 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System | Oct 28, 2019 | Diversityglobal-optimization | —Unverified | 0 |
| Large Scale Global Optimization by Hybrid Evolutionary Computation | Oct 9, 2019 | global-optimizationManagement | —Unverified | 0 |
| Scalable Global Optimization via Local Bayesian Optimization | Oct 3, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Fitting IVIM with Variable Projection and Simplicial Optimization | Sep 27, 2019 | Diffusion MRIglobal-optimization | —Unverified | 0 |
| Fully Polynomial-Time Randomized Approximation Schemes for Global Optimization of High-Dimensional Folded Concave Penalized Generalized Linear Models | Sep 25, 2019 | global-optimization | —Unverified | 0 |
| Global optimization of parameters in the reactive force field ReaxFF for SiOH | Sep 15, 2019 | global-optimization | —Unverified | 0 |
| SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation | Sep 12, 2019 | feature selectionglobal-optimization | —Unverified | 0 |