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Mathematical Problems in Engineering, Aerospace and Sciences
June 25-27, 2008
University of Genoa, Italy
Genoa, Italy

Organizers
General Organizer and Chair: Seenith Sivasundaram, USA; Local organizer and Chair: Marcello Sanguineti, Italy

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Some insights on Dirichlet regularization
by
Marco Gori
University of Siena

I this talk I discuss the Tikhnov regularization framework in the case in which the gradient is used as differential operator. Some insights are given to overcome the singularity issue tipically faced using other appropriate differential operators. In particular, I discuss the regularization framework also in the case in which the examples are represented in a discrete graphical domain in the special case of classification learning tasks.

Date received: April 17, 2008


Copyright © 2008 by the author(s). The author(s) of this document and the organizers of the conference have granted their consent to include this abstract in Atlas Conferences Inc. Document # caxc-44.