Kernel Networks with Fixed and Variable Widths
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00357302" target="_blank" >RIV/67985807:_____/11:00357302 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-20282-7_2" target="_blank" >http://dx.doi.org/10.1007/978-3-642-20282-7_2</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-20282-7_2" target="_blank" >10.1007/978-3-642-20282-7_2</a>
Alternative languages
Result language
angličtina
Original language name
Kernel Networks with Fixed and Variable Widths
Original language description
The role of width in kernel models and radial-basis function networks is investigated with a special emphasis on the Gaussian case. Quantitative bounds are given on kernel-based regularization showing the effect of changing the width. These bounds are shown to be d-th powers of width ratios, and so they are exponential in the dimension of input data.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Adaptive and Natural Computing Algorithms. Part I
ISBN
978-3-642-20281-0
ISSN
—
e-ISSN
—
Number of pages
10
Pages from-to
12-21
Publisher name
Springer
Place of publication
Heidelberg
Event location
Ljubljana
Event date
Apr 14, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000302389300002