Faster Support Vector Machines

DOI10.1145/3484730zbMath1499.68316OpenAlexW3203532670MaRDI QIDQ5102061

Christian Schulz, Matthias Schmitt, Sebastian Schlag

Publication date: 6 September 2022

Published in: ACM Journal of Experimental Algorithmics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1145/3484730

zbMATH Keywords

kernelsupport vector machinesgraph clusteringmodel parameter optimizationmultilevel training

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Model selection for support vector machines via uniform design
• Support-vector networks
• Theoretical foundations of the potential function method in pattern recognition learning
• 10.1162/15324430260185628
• Introduction to Information Retrieval
• ParamILS: An Automatic Algorithm Configuration Framework
• On the Implementation of a Primal-Dual Interior Point Method
• Faster Support Vector Machines
• Choosing multiple parameters for support vector machines

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