A Study on L2-Loss (Squared Hinge-Loss) Multiclass SVM

DOI10.1162/NECO_a_00434zbMath1414.68065WikidataQ60241023 ScholiaQ60241023MaRDI QIDQ5378218

Ching-pei Lee, Chih-Jen Lin

Publication date: 12 June 2019

Published in: Neural Computation (Search for Journal in Brave)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (4)

Primal path algorithm for compositional data analysis ⋮ Unnamed Item ⋮ Inexact variable metric stochastic block-coordinate descent for regularized optimization ⋮ Distributed block-diagonal approximation methods for regularized empirical risk minimization

Uses Software

• LIBLINEAR

Cites Work

• Support-vector networks
• 10.1162/15324430260185628
• On the learnability and design of output codes for multiclass problems
• Unnamed Item
• Unnamed Item

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