420 search results - page 26 / 84 » Regularization Networks and Support Vector Machines |
84
Voted
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
We propose a new penalty function which, when used as regularization for empirical risk minimization procedures, leads to sparse estimators. The support of the sparse vector is ty...
70
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
Recent studies in speaker recognition have shown that scorelevel combination of subsystems can yield significant performance gains over individual subsystems. We explore the use ...
AINA
2007
IEEE
15 years 4 months ago
2007
IEEE
This paper describes results concerning the robustness and generalization capabilities of kernel methods in detecting coordinated distributed multiple attacks (CDMA) using network...
84
Voted
FLAIRS
2008
14 years 12 months ago
2008
In this paper, we model large support vector machines (SVMs) by smaller networks in order to decrease the computational cost. The key idea is to generate additional training patte...
117
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ICMCS
2009
IEEE
14 years 7 months ago
2009
IEEE
In this work is presented a novel approach for the classification of audio concepts in broadcast soccer videos using deep belief network (DBN), a probabilistic neural network with...