Aiolli, Fabio

8 publications

AAAI 2019 Efficient Online Learning for Mapping Kernels on Linguistic Structures Giovanni Da San Martino, Alessandro Sperduti, Fabio Aiolli, Alessandro Moschitti

AAAI 2019 Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning Mirko Polato, Fabio Aiolli

MLJ 2017 Learning Deep Kernels in the Space of Dot Product Polynomials Michele Donini, Fabio Aiolli

ICML 2009 Route Kernels for Trees Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti

JMLR 2005 Multiclass Classification with Multi-Prototype Support Vector Machines Fabio Aiolli, Alessandro Sperduti

NeurIPS 2004 Learning Preferences for Multiclass Problems Fabio Aiolli, Alessandro Sperduti

IJCAI 2003 Multi-Prototype Support Vector Machine Fabio Aiolli, Alessandro Sperduti

IJCAI 2001 A Simple Additive Re-Weighting Strategy for Improving Margins Fabio Aiolli, Alessandro Sperduti