PhD Activity

Phd Activity of Lorenzo Rosasco

Last updated december, 15 2003 by lorenzo rosasco.

PhD Record: a brief CV (phd-record.html).

Leave of Absence

Supervisor: Alessandro Verri
Thesis Advisor: ----------
Research interests: statistical learning, , regularization theory, empirical processes, kernel methods, object detection and recognition.

Conferences, Seminars, Short Visits

June 2003, 16-17 Sestri LevanteWorkshop ASTA²
April ,14 - 15 2003. Sestri Levante. Workshop KerMIT Kernel Methods for Images and Text.
November, 15 - 16 2002. Sestri Levante. Workshop ASTA².
October, 11 - 12 2002. Firenze. Workshop ASTA².
November 2001, 18 - 19 . Genova. Workshop KerMIT Kernel Methods for Images and Text.

Invited Seminars

November 16, 2002: Seminar: An Equation for the Optimal Choice of Regularization Parameter in Statistical Learning Theory, ASTAA Project Workshop, Fondazione Mediterraneo, Sestri Levante, Italy
April 14, 2003: Seminar: Properties of Loss Functions in Statistical Learning Theory}, KerMIT Project Workshop, Fondazione Mediterraneo, Sestri Levante, Italy.
June 16-17, 2003: Seminar: Data Dependent Model Selection, ASTAA Project Workshop, Fondazione Mediterraneo, Sestri Levante, Italy.
October 14, 2003: Seminar: Text Categorization Something Old and Something New, Univerisity of Modena, Italy.

Publications

Rosasco L., Andrea Caponnetto, De Vito Ernesto, Piana M. and Verri A.
" Are Loss Function All the Same?"
to appear in Neural Computation.
De Vito E., Rosasco L., Caponnetto A., Piana M. and Verri A.
" Properties of Tiklhonov Functionals in Learning Theory",
submitted.
De Vito E., Rosasco L., Caponnetto A., Piana M. and Verri A.
"Representer Theorem for Convex Loss Fuction",
Technical Report DISI-TR-03-13 .
De Vito E., Rosasco L., Caponnetto A., Piana M. and Verri A.
" Minimization of Tiklhonov Functional: the Continuos Setting",
Technical Report DISI-TR-03-14 .