Computing regularization paths for learning multiple kernels

Francis Bach

Description

Computing regularization paths for learning multiple kernels Francis Bach Romain Thibaux Michael Jordan Computer Science, UC Berkeley December, 2004 Code available at

• reformulation using


• minimize ∑


• kernel learning


• least square regression


• norm regularization


• dual problem


• conic constraints


• learning


• choosing ?

Sujets

• Jordan
• Dual problem
• Learning

Informations

• Publié par: pefav
• Nombre de lectures: 34
• Langue: English

Extrait

Computing regularization paths for learning multiple kernels

Francis Bach Romain Thibaux Michael Jordan

Computer Science, UC Berkeley

December, 2004

Code available at www.cs.berkeley.edu/~fbach