| 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 |
| Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives | Jan 17, 2020 | global-optimizationVariable Selection | CodeCode Available | 1 |
| 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 |
| Sequential vs. Integrated Algorithm Selection and Configuration: A Case Study for the Modular CMA-ES | Dec 12, 2019 | global-optimizationHyperparameter Optimization | —Unverified | 0 |
| Adaptive Bayesian Reticulum | Dec 12, 2019 | global-optimization | CodeCode Available | 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 |
