161 search results - page 5 / 33 » Least Squares SVM for Least Squares TD Learning |
SIBGRAPI
2009
IEEE
14 years 1 months ago
2009
IEEE
Appearance information is essential for applications such as tracking and people recognition. One of the main problems of using appearance-based discriminative models is the ambig...
ICDM
2009
IEEE
14 years 1 months ago
2009
IEEE
—We describe parallel methods for solving large-scale, high-dimensional, sparse least-squares problems that arise in machine learning applications such as document classificatio...
FOCM
2006
13 years 6 months ago
2006
This paper considers the regularized learning algorithm associated with the leastsquare loss and reproducing kernel Hilbert spaces. The target is the error analysis for the regres...
AAAI
2006
13 years 8 months ago
2006
ALT
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...