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JMLR
2011
13 years 4 months ago
2011
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
EACL
2006
ACL Anthology
13 years 10 months ago
2006
ACL Anthology
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
CVPR
2010
IEEE
14 years 5 months ago
2010
IEEE
We propose a method that rates the suitability of given templates for template-based tracking in real-time. This is important for applications with online template selection, such...
ICML
2006
IEEE
14 years 10 months ago
2006
IEEE
Support Vector Machines (SVMs) suffer from an O(n2 ) training cost, where n denotes the number of training instances. In this paper, we propose an algorithm to select boundary ins...
BMCBI
2008
13 years 9 months ago
2008
Background: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there...