Publication: Learning the value of a function by using hypercircle inequality for data error
| dc.contributor.author | B. Novaprateep | en_US |
| dc.contributor.author | K. Khompurngson | en_US |
| dc.contributor.author | D. Poltem | en_US |
| dc.contributor.other | Mahidol University | en_US |
| dc.contributor.other | University of Phayao | en_US |
| dc.date.accessioned | 2018-05-03T08:09:28Z | |
| dc.date.available | 2018-05-03T08:09:28Z | |
| dc.date.issued | 2011-01-06 | en_US |
| dc.description.abstract | In this paper, we briefly review 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. Moreover, we also discuss some important facts of Hide for practical computation and 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 We compare our numerical experiment to the method of regularization, which is the standard method for learning problem. | en_US |
| dc.identifier.citation | International Journal of Mathematics and Computers in Simulation. Vol.5, No.1 (2011), 1-8 | en_US |
| dc.identifier.issn | 19980159 | en_US |
| dc.identifier.other | 2-s2.0-78650790484 | en_US |
| dc.identifier.uri | https://repository.li.mahidol.ac.th/handle/20.500.14594/11806 | |
| dc.rights | Mahidol University | en_US |
| dc.rights.holder | SCOPUS | en_US |
| dc.source.uri | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=78650790484&origin=inward | en_US |
| dc.subject | Computer Science | en_US |
| dc.subject | Mathematics | en_US |
| dc.title | Learning the value of a function by using hypercircle inequality for data error | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| mu.datasource.scopus | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=78650790484&origin=inward | en_US |