Publication: The use of hide in learning the value of a function
Issued Date
2010-12-01
Resource Type
ISSN
17924863
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2-s2.0-79958729430
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Mahidol University
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SCOPUS
Bibliographic Citation
International Conference on Applied Computer Science - Proceedings. (2010), 193-197
Suggested Citation
K. Khompurngson, D. Poltem, A. Yamarat, B. Novaprateep The use of hide in learning the value of a function. International Conference on Applied Computer Science - Proceedings. (2010), 193-197. Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/28990
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Title
The use of hide in learning the value of a function
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Abstract
In this paper, we briefly review some recent work on Hypercircle inequality for data error (Hide) measured with square loss. We provide it in the case that the unit ball B is replaced by δB where δ is any positive number. We study the problem in learning the value of a function in reproducing kernel Hilbert space (RKHS) by using the available material from Hide with different values of δ. Moreover, we compare our numerical experiment to the method of regularization, which is the standard method for learning problem. We also discuss the effect of the values of δ on the learning task under consideration.