Computing regularization paths for learning multiple kernels

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 ?