Dinuzzo, Francesco

7 publications

ICML 2014 A Unifying View of Representer Theorems Andreas Argyriou, Francesco Dinuzzo

NeurIPS 2012 Learning from Distributions via Support Measure Machines Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo, Bernhard Schölkopf

NeurIPS 2012 The Representer Theorem for Hilbert Spaces: A Necessary and Sufficient Condition Francesco Dinuzzo, Bernhard Schölkopf

ACML 2011 Learning Low-Rank Output Kernels Francesco Dinuzzo, Kenji Fukumizu

ICML 2011 Learning Output Kernels with Block Coordinate Descent Francesco Dinuzzo, Cheng Soon Ong, Peter V. Gehler, Gianluigi Pillonetto

MLJ 2009 An Algebraic Characterization of the Optimum of Regularized Kernel Methods Francesco Dinuzzo, Giuseppe De Nicolao

JMLR 2007 On the Representer Theorem and Equivalent Degrees of Freedom of SVR Francesco Dinuzzo, Marta Neve, Giuseppe De Nicolao, Ugo Pietro Gianazza