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algorithm configuration

19 papers

AC

Papers

Practical, Utilitarian Algorithm Configuration AAAI 2026 Utilitarian Algorithm Configuration for Infinite Parameter Spaces ICLR 2025 AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023 A Survey of Methods for Automated Algorithm Configuration (Extended Abstract) IJCAI 2023 Learning to Configure Separators in Branch-and-Cut NeurIPS 2023 Utilitarian Algorithm Configuration NeurIPS 2023 Multi-agent Dynamic Algorithm Configuration NeurIPS 2022 SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization JMLR 2022 Greybox Algorithm Configuration IJCAI 2021 ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NeurIPS 2020 Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020 On Performance Estimation in Automatic Algorithm Configuration AAAI 2020 Refined bounds for algorithm configuration: The knife-edge of dual class approximability ICML 2020 CapsAndRuns: An Improved Method for Approximately Optimal Algorithm Configuration ICML 2019 Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration NeurIPS 2019 LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration ICML 2018 AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract) IJCAI 2017 Efficiency Through Procrastination: Approximately Optimal Algorithm Configuration with Runtime Guarantees IJCAI 2017 Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems COLT 2017