Localized Rademacher Complexities
2002
Conference Paper
ei
We investigate the behaviour of global and local Rademacher averages. We present new error bounds which are based on the local averages and indicate how data-dependent local averages can be estimated without {it a priori} knowledge of the class at hand.
Author(s): | Bartlett, P. and Bousquet, O. and Mendelson, S. |
Journal: | Proceedings of the 15th annual conference on Computational Learning Theory |
Pages: | 44-58 |
Year: | 2002 |
Day: | 0 |
Department(s): | Empirische Inferenz |
Bibtex Type: | Conference Paper (inproceedings) |
Event Name: | Proceedings of the 15th annual conference on Computational Learning Theory |
Digital: | 0 |
Organization: | Max-Planck-Gesellschaft |
School: | Biologische Kybernetik |
Links: |
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BibTex @inproceedings{1442, title = {Localized Rademacher Complexities}, author = {Bartlett, P. and Bousquet, O. and Mendelson, S.}, journal = {Proceedings of the 15th annual conference on Computational Learning Theory}, pages = {44-58}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, year = {2002}, doi = {} } |