Kernel Based Regularization Netowrks

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SYSNO ASEP	0405582
Document Type	K - Proceedings Paper (Czech conf.)
R&D Document Type	Conference Paper
Title	Kernel Based Regularization Netowrks
Title	Jádrové regularizční sítě
Author(s)	Kudová, Petra (UIVT-O)_{SAI, RID, ORCID}
Source Title	Doktorandský den '05 / Hakl F.. - Praha : MATFYZPRESS, 2005 - ISBN 80-86732-56-8 s. 65-74
Number of pages	10 s.
Action	Doktorandský den '05
Event date	05.10.2005-07.10.2005
VEvent location	Nový Dvůr
Country	CZ - Czech Republic
Event type	CST
Language	eng - English
Country	CZ - Czech Republic
Keywords	learning from examples ; regularization networks ; kernel methods ; product kernels ; sum kernels
Subject RIV	BA - General Mathematics
R&D Projects	GA201/05/0557 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
Annotation	The paper deals with Kernel Based Regularization Networks. We propose a technique for estimation of the explicit parameters of the learning algorithm and introduce new types of kernels - Product and Sum Kernels. Described algorithms are demonstrated on experiments.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2006

Number of the records: 1