Multicategory Support Vector Machines: Theory and Application to the ClassiŽ cation of Microarray Data and Satellite Radiance Data Yoonkyung L EE , Yi L IN, and Grace WAHBA Two-category support vector machines (SVM) hav

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Reinforced Multicategory Support Vector Machines

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Multicategory Ã-Learning¤ Yufeng Liu and Xiaotong Shen Summary In binary classi¯cation, margin-based techniques usually deliver high performance. As a re- sult, a multicategory problem is often treated as a sequence o

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• Continuous function
• Latin alphabets
• Operator theory
• Information theory
• Mathematical analysis
• Mathematics
• Calculus

Theory and Applications of Categories, Vol. 28, No. 2, 2013, pp. 24–65. FREE PRODUCTS OF HIGHER OPERAD ALGEBRAS MARK WEBER Abstract. One of the open problems in higher category theory is the systematic construction of

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• Mathematics
• Braided monoidal category
• Monoidal functor
• Cartesian closed category
• Multicategory
• Monoidal natural transformation
• Monoid
• Strong monad
• PRO
• Category theory
• Algebra
• Monoidal categories

GT-VC[removed]An Algorithm for Approximating the Satisfiability Problem of High-level Conditions (Long Version) 1,2

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• Morphisms
• Category
• Sheaf
• Epimorphism
• Initial and terminal objects
• Graph rewriting
• Additive category
• Multicategory
• Abstract algebra
• Mathematics
• Category theory

Multicategory Support Vector Machines Yoonkyung Lee, Yi Lin, & Grace Wahba∗ Department of Statistics

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• Mathematical analysis
• Mathematics
• Support vector machine
• Positive-definite kernel
• Reproducing kernel Hilbert space
• Lagrange multiplier
• Statistics
• Hilbert space
• Statistical classification