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NIPS
2001
14 years 11 months ago
Online Learning with Kernels
Abstract--Kernel-based algorithms such as support vector machines have achieved considerable success in various problems in batch setting, where all of the training data is availab...
Jyrki Kivinen, Alex J. Smola, Robert C. Williamson
CORR
2010
Springer
58views Education» more  CORR 2010»
14 years 9 months ago
Structural Drift: The Population Dynamics of Sequential Learning
James P. Crutchfield, Sean Whalen
ESWA
2007
99views more  ESWA 2007»
14 years 9 months ago
Applying lazy learning algorithms to tackle concept drift in spam filtering
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fe...
COLT
2000
Springer
15 years 1 months ago
Continuous Drifting Games
We combine the results of [13] and [8] and derive a continuous variant of a large class of drifting games. Our analysis furthers the understanding of the relationship between boos...
Yoav Freund, Manfred Opper
FGR
2008
IEEE
260views Biometrics» more  FGR 2008»
15 years 4 months ago
On the sustained tracking of human motion
In this paper, we propose an algorithm for sustained tracking of humans, where we combine frame-to-frame articulated motion estimation with a per-frame body detection algorithm. T...
Yaser Sheikh, Ankur Datta, Takeo Kanade