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All publications by Francesco Dinuzzo
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A Unifying View of Representer Theorems
Andreas Argyriou and Francesco Dinuzzo
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


The representer theorem for Hilbert spaces: a necessary and sufficient condition
Francesco Dinuzzo and Bernhard Schölkopf
Advances in Neural Information Processing Systems 25, 2012


Learning from Distributions via Support Measure Machines
Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo and Bernhard Schölkopf
Advances in Neural Information Processing Systems 25, 2012


Learning Output Kernels with Block Coordinate Descent
Francesco Dinuzzo, Cheng S. Ong, Gianluigi Pillonetto and Peter V. Gehler
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


On the Representer Theorem and Equivalent Degrees of Freedom of SVR
Francesco Dinuzzo, Marta Neve, Giuseppe D. Nicolao and Ugo P. Gianazza
Journal of Machine Learning Research, 2007