18 search results - page 4 / 4 » Consistency of Multiclass Empirical Risk Minimization Method... |
ICDM
2009
IEEE
14 years 28 days 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...
ICPR
2008
IEEE
14 years 7 months ago
2008
IEEE
Abstract: Kernel classifiers based on Support Vector Machines (SVM) have achieved state-ofthe-art results in several visual classification tasks, however, recent publications and d...
SDM
2007
SIAM
13 years 7 months ago
2007
SIAM
A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...