1334 search results - page 127 / 267 » Composite kernel learning |
148
Voted
BIOINFORMATICS
2005
15 years 3 months ago
2005
Motivation: Remote homology detection between protein sequences is a central problem in computational biology. Supervised learning algorithms based on support vector machines are ...
172
Voted
PLDI
2011
ACM
14 years 6 months ago
2011
ACM
MATLAB is an array language, initially popular for rapid prototyping, but is now being increasingly used to develop production code for numerical and scientific applications. Typ...
107
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We present tight surrogate regret bounds for the class of proper (i.e., Fisher consistent) losses. The bounds generalise the margin-based bounds due to Bartlett et al. (2006). The...
92
Voted
ICALT
2007
IEEE
15 years 9 months ago
2007
IEEE
This paper reports on an approach which maps documents onto an ontology-based information space in order to provide support for machine-mediated communication. First, a composite ...
127
Voted
COLT
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. The Gram matrix plays a central role in many kernel methods. Knowledge about the distribution of eigenvalues of the Gram matrix is useful for developing appropriate model...