| A Hybrid GA LLM Framework for Structured Task Optimization | Jun 9, 2025 | global-optimizationLanguage Modeling | CodeCode Available | 0 | 5 |
| Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems | Sep 14, 2023 | global-optimizationStochastic Optimization | CodeCode Available | 0 | 5 |
| Input Warping for Bayesian Optimization of Non-stationary Functions | Feb 5, 2014 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions | Oct 13, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Initial Design Strategies and their Effects on Sequential Model-Based Optimization | Mar 30, 2020 | global-optimization | CodeCode Available | 0 | 5 |
| Hubless keypoint-based 3D deformable groupwise registration | Sep 11, 2018 | 3D ReconstructionAnatomy | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Improving LLM-based Global Optimization with Search Space Partitioning | May 27, 2025 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Island-Based Evolutionary Computation with Diverse Surrogates and Adaptive Knowledge Transfer for High-Dimensional Data-Driven Optimization | Mar 17, 2025 | Evolutionary Algorithmsglobal-optimization | CodeCode Available | 0 | 5 |
| Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics | Jul 12, 2016 | global-optimizationquantum gate design | CodeCode Available | 0 | 5 |
| GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization | Dec 12, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 0 | 5 |
| Global optimization of Lipschitz functions | Mar 7, 2017 | global-optimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| FreeAugment: Data Augmentation Search Across All Degrees of Freedom | Sep 7, 2024 | AllData Augmentation | CodeCode Available | 0 | 5 |
| Adaptive Bayesian Reticulum | Dec 12, 2019 | global-optimization | CodeCode Available | 0 | 5 |
| A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping | Mar 23, 2025 | global-optimization | CodeCode Available | 0 | 5 |
| Flower Pollination Algorithm for Global Optimization | Dec 19, 2013 | global-optimization | CodeCode Available | 0 | 5 |
| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | global-optimization | CodeCode Available | 0 | 5 |
| A Principle for Global Optimization with Gradients | Aug 18, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates | Feb 9, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| Explicit and Implicit Graduated Optimization in Deep Neural Networks | Dec 16, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| Efficient Rollout Strategies for Bayesian Optimization | Feb 24, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| A Novel Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization | Feb 7, 2020 | global-optimization | CodeCode Available | 0 | 5 |
| AGGLIO: Global Optimization for Locally Convex Functions | Nov 6, 2021 | global-optimizationModel Optimization | CodeCode Available | 0 | 5 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | CodeCode Available | 0 | 5 |
