1106 search results - page 108 / 222 » On regularization algorithms in learning theory |
148
Voted
GECCO
2007
Springer
15 years 11 months ago
2007
Springer
In this paper, we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a prima...
159
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ISSAC
2009
Springer
15 years 11 months ago
2009
Springer
Cylindrical algebraic decomposition is one of the most important tools for computing with semi-algebraic sets, while triangular decomposition is among the most important approache...
128
Voted
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Graph based semi-supervised learning (SSL) methods play an increasingly important role in practical machine learning systems. A crucial step in graph based SSL methods is the conv...
154
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KDD
2010
ACM
15 years 6 months ago
2010
ACM
We consider the problem of learning incoherent sparse and lowrank patterns from multiple tasks. Our approach is based on a linear multi-task learning formulation, in which the spa...
130
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COGSCI
2008
15 years 4 months ago
2008
How children go about learning the general regularities that govern language, as well as keeping track of the exceptions to them, remains one of the challenging open questions in ...