490 search results - page 1 / 98 » Thresholding projection estimators in functional linear mode... |
MA
2010
Springer
13 years 3 months ago
2010
Springer
We consider the problem of estimating the regression function in functional linear regression models by proposing a new type of projection estimators which combine
FGR
2000
IEEE
13 years 9 months ago
2000
IEEE
We present two methods using mixtures of linear subspaces for face detection in gray level images. One method uses a mixture of factor analyzers to concurrently perform clustering...
COLT
2004
Springer
13 years 8 months ago
2004
Springer
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
INFORMATICALT
2006
13 years 4 months ago
2006
Abstract. The aim of the given paper is the development of an approach for parametric identification of Hammerstein systems with piecewise linear nonlinearities, i.e., when the sat...
CORR
2011
Springer
12 years 12 months ago
2011
Springer
Valiant’s (2007) model of evolvability models the evolutionary process of acquiring useful functionality as a restricted form of learning from random examples. Linear threshold ...