| Symbolic regression by uniform random global search | Jun 18, 2019 | global-optimizationregression | CodeCode Available | 0 | 5 |
| HG-means: A scalable hybrid genetic algorithm for minimum sum-of-squares clustering | Apr 25, 2018 | Clusteringglobal-optimization | CodeCode Available | 0 | 5 |
| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | 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 |
| GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization | Dec 12, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| High Dimensional Bayesian Optimization Assisted by Principal Component Analysis | Jul 2, 2020 | Bayesian OptimizationComputational Efficiency | 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 |
| Flower Pollination Algorithm for Global Optimization | Dec 19, 2013 | global-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 |
| Efficient Rollout Strategies for Bayesian Optimization | Feb 24, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning | Aug 6, 2021 | global-optimizationRetrieval | CodeCode Available | 0 | 5 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| Explicit and Implicit Graduated Optimization in Deep Neural Networks | Dec 16, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| FreeAugment: Data Augmentation Search Across All Degrees of Freedom | Sep 7, 2024 | AllData Augmentation | CodeCode Available | 0 | 5 |
| Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields | Oct 19, 2021 | global-optimization | CodeCode Available | 0 | 5 |
| FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization | Sep 16, 2023 | Feature Correlationglobal-optimization | CodeCode Available | 0 | 5 |
| A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks | Dec 17, 2018 | 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 |
| Bayesian Optimization with Gradients | Mar 13, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| BooleanOCT: Optimal Classification Trees based on multivariate Boolean Rules | Jan 29, 2024 | Classificationglobal-optimization | CodeCode Available | 0 | 5 |
| Global optimization of Lipschitz functions | Mar 7, 2017 | global-optimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations | Apr 4, 2017 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems | Dec 29, 2019 | Clusteringglobal-optimization | CodeCode Available | 0 | 5 |
| Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning | Jan 31, 2020 | BIG-bench Machine Learningglobal-optimization | CodeCode Available | 0 | 5 |
| Convergence analysis of beetle antennae search algorithm and its applications | Apr 4, 2019 | global-optimization | CodeCode Available | 0 | 5 |
