| Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning | Aug 6, 2021 | global-optimizationRetrieval | 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 |
| 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 |
| Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems | Sep 14, 2023 | global-optimizationStochastic Optimization | CodeCode Available | 0 | 5 |
| MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization | Mar 15, 2022 | global-optimization | CodeCode Available | 0 | 5 |
| Batch Sequential Adaptive Designs for Global Optimization | Oct 21, 2020 | ClusteringCPU | —Unverified | 0 | 0 |
| Analysis of performance criteria for optimization based bearing only target tracking algorithms | Feb 21, 2020 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 | 0 |
| Batch Reinforcement Learning Through Continuation Method | Jan 1, 2021 | global-optimizationreinforcement-learning | —Unverified | 0 | 0 |
| An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization | Apr 12, 2022 | global-optimization | —Unverified | 0 | 0 |
| Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization | Apr 24, 2025 | global-optimization | —Unverified | 0 | 0 |
| BARK: A Fully Bayesian Tree Kernel for Black-box Optimization | Mar 7, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 | 0 |
| Bandit Algorithms for Tree Search | Aug 9, 2014 | Efficient ExplorationGame of Go | —Unverified | 0 | 0 |
| An AI-driven framework for rapid and localized optimizations of urban open spaces | Jan 14, 2025 | counterfactualFeature Importance | —Unverified | 0 | 0 |
| Avoiding Redundant Restarts in Multimodal Global Optimization | May 2, 2024 | global-optimization | —Unverified | 0 | 0 |
| AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure | Oct 14, 2024 | global-optimizationModel Discovery | —Unverified | 0 | 0 |
| Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down | Dec 9, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 | 0 |
| A Cross Entropy based Optimization Algorithm with Global Convergence Guarantees | Jan 31, 2018 | global-optimization | —Unverified | 0 | 0 |
| Automating Bayesian optimization with Bayesian optimization | Dec 1, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 | 0 |
| Automatic LQR Tuning Based on Gaussian Process Global Optimization | May 6, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 | 0 |
| Automatic Dynamic Parallelotope Bundles for Reachability Analysis of Nonlinear Systems | May 25, 2021 | global-optimization | —Unverified | 0 | 0 |
| A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts | Jul 10, 2019 | global-optimizationMixture-of-Experts | —Unverified | 0 | 0 |
| A unified surrogate-based scheme for black-box and preference-based optimization | Feb 3, 2022 | global-optimization | —Unverified | 0 | 0 |
| A differential evolution-based optimization tool for interplanetary transfer trajectory design | Nov 13, 2020 | global-optimization | —Unverified | 0 | 0 |
| A convex method for classification of groups of examples | Jun 21, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Branch and Bound method for the exact parameter identification of the PK/PD model for anesthetic drugs | Mar 25, 2024 | global-optimization | —Unverified | 0 | 0 |