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NECO
2010
15 years 2 months ago
2010
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
120
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FOCS
2006
IEEE
15 years 9 months ago
2006
IEEE
In this paper we introduce a new general framework for set covering problems, based on the combination of randomized rounding of the (near-)optimal solution of the Linear Programm...
120
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SCL
2008
15 years 3 months ago
2008
In general, min
104
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GEOINFORMATICA
2002
15 years 3 months ago
2002
Manual cartographic generalization is a simultaneous process. However, most automatic approaches so far have been sequential; generalization operators are applied one at a time in...
135
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CLA
2007
15 years 5 months ago
2007
The generalization of policies in reinforcement learning is a main issue, both from the theoretical model point of view and for their applicability. However, generalizing from a se...