Joint Regularization
2005
Conference Paper
ei
We present a principled method to combine kernels under joint regularization constraints. Central to our method is an extension of the representer theorem for handling multiple joint regularization constraints. Experimental evidence shows the feasibility of our approach.
Author(s): | Borgwardt, KM. and Guttman, O. and Vishwanathan, SVN. and Smola, AJ. |
Pages: | 455-460 |
Year: | 2005 |
Month: | April |
Day: | 0 |
Editors: | Verleysen, M. |
Publisher: | d-side |
Department(s): | Empirische Inferenz |
Bibtex Type: | Conference Paper (inproceedings) |
Event Name: | 13th European Symposium on Artificial Neural Networks (ESANN 2005) |
Event Place: | Brugge, Belgium |
Address: | Evere, Belgium |
Digital: | 0 |
ISBN: | 2-930307-05-6 |
Links: |
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BibTex @inproceedings{BorgwardtGVS2005, title = {Joint Regularization}, author = {Borgwardt, KM. and Guttman, O. and Vishwanathan, SVN. and Smola, AJ.}, pages = {455-460}, editors = {Verleysen, M.}, publisher = {d-side}, address = {Evere, Belgium}, month = apr, year = {2005}, doi = {}, month_numeric = {4} } |