1854 search results - page 154 / 371 » On Kernel Methods for Relational Learning |
98
Voted
LREC
2008
15 years 5 months ago
2008
In this work we propose a new strategy for the authorship identification problem and we test it on an example from Romanian literature: did Radu Albala found the continuation of M...
119
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ESA
2010
Springer
15 years 4 months ago
2010
Springer
We consider parameterized convex optimization problems over the unit simplex, that depend on one parameter. We provide a simple and efficient scheme for maintaining an -approximat...
114
Voted
JMLR
2008
15 years 3 months ago
2008
This paper investigates statistical performances of Support Vector Machines (SVM) and considers the problem of adaptation to the margin parameter and to complexity. In particular ...
140
Voted
ICML
1996
IEEE
15 years 7 months ago
1996
IEEE
Recently, there has been an increased interest in "lifelong" machine learning methods, that transfer knowledge across multiple learning tasks. Such methods have repeated...
128
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IJCNN
2000
IEEE
15 years 8 months ago
2000
IEEE
—Biasing properly the hypothesis space of a learner has been shown to improve generalization performance. Methods for achieving this goal have been proposed, that range from desi...