| TREGO: a Trust-Region Framework for Efficient Global Optimization | Jan 18, 2021 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Performance Analysis and Improvement of Parallel Differential Evolution | Jan 17, 2021 | global-optimizationMath | —Unverified | 0 |
| Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time | Jan 7, 2021 | global-optimization | —Unverified | 0 |
| Batch Reinforcement Learning Through Continuation Method | Jan 1, 2021 | global-optimizationreinforcement-learning | —Unverified | 0 |
| On the performance of deep learning for numerical optimization: an application to protein structure prediction | Dec 17, 2020 | global-optimizationGPU | —Unverified | 0 |
| Optimizing the Parameters of A Physical Exercise Dose-Response Model: An Algorithmic Comparison | Dec 16, 2020 | global-optimization | —Unverified | 0 |
| On The Verification of Neural ODEs with Stochastic Guarantees | Dec 16, 2020 | global-optimization | —Unverified | 0 |
| From particle swarm optimization to consensus based optimization: stochastic modeling and mean-field limit | Dec 10, 2020 | global-optimizationPosition | —Unverified | 0 |
| Understanding Memory B Cell Selection | Dec 9, 2020 | global-optimization | —Unverified | 0 |
| Conjugate Mixture Models for Clustering Multimodal Data | Dec 9, 2020 | Clusteringglobal-optimization | —Unverified | 0 |
| MANGO: A Mask Attention Guided One-Stage Scene Text Spotter | Dec 8, 2020 | Decoderglobal-optimization | —Unverified | 0 |
| Global Riemannian Acceleration in Hyperbolic and Spherical Spaces | Dec 7, 2020 | global-optimization | —Unverified | 0 |
| Architectural Adversarial Robustness: The Case for Deep Pursuit | Nov 29, 2020 | Adversarial Robustnessglobal-optimization | —Unverified | 0 |
| Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes | Nov 26, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Learning-based Optimization Algorithm:Image Registration Optimizer Network | Nov 23, 2020 | global-optimizationImage Registration | CodeCode Available | 0 |
| A differential evolution-based optimization tool for interplanetary transfer trajectory design | Nov 13, 2020 | global-optimization | —Unverified | 0 |
| Pathwise Conditioning of Gaussian Processes | Nov 8, 2020 | Gaussian Processesglobal-optimization | CodeCode Available | 1 |
| Ridge regression with adaptive additive rectangles and other piecewise functional templates | Nov 2, 2020 | global-optimizationregression | —Unverified | 0 |
| Chunk-based Chinese Spelling Check with Global Optimization | Nov 1, 2020 | global-optimizationOptical Character Recognition | —Unverified | 0 |
| Batch Sequential Adaptive Designs for Global Optimization | Oct 21, 2020 | ClusteringCPU | —Unverified | 0 |
| Non-Stationary Stochastic Global Optimization Algorithms | Oct 11, 2020 | global-optimizationLEMMA | —Unverified | 0 |
| Global Optimization of Objective Functions Represented by ReLU Networks | Oct 7, 2020 | global-optimization | —Unverified | 0 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Multi-Level Evolution Strategies for High-Resolution Black-Box Control | Oct 4, 2020 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Deep learning algorithms for solving high dimensional nonlinear backward stochastic differential equations | Oct 3, 2020 | global-optimization | —Unverified | 0 |