Large-Scale Training of SVMs with Automata Kernels

DOI10.1007/978-3-642-18098-9_3zbMath1297.68197OpenAlexW1605498412MaRDI QIDQ3073616

Mehryar Mohri, Cyril Allauzen, Corinna Cortes

Publication date: 11 February 2011

Published in: Implementation and Application of Automata (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-18098-9_3

Mathematics Subject Classification ID

Analysis of algorithms and problem complexity (68Q25) Learning and adaptive systems in artificial intelligence (68T05) Formal languages and automata (68Q45)

Uses Software

• SVMlight
• LIBSVM

Cites Work

• On the convergence of the coordinate descent method for convex differentiable minimization
• Support-vector networks
• 10.1162/153244303768966085
• 10.1162/15324430260185619
• Incremental Construction and Maintenance of Minimal Finite-State Automata
• Incremental Construction of Minimal Acyclic Finite-State Automata
• 10.1162/153244302760200687
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