Sciweavers

FOCM
2006

Online Learning Algorithms

13 years 11 months ago
Online Learning Algorithms
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient method to minimize a quadratic potential function by an independent identically distributed (i.i.d.) sample sequence, and show a probabilistic upper bound for its convergence.
Steve Smale, Yuan Yao
Added 12 Dec 2010
Updated 12 Dec 2010
Type Journal
Year 2006
Where FOCM
Authors Steve Smale, Yuan Yao
Comments (0)