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All publications by Alessandro Sperduti
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Pre-training of Recurrent Neural Networks via Linear Autoencoders
Luca Pasa and Alessandro Sperduti
Advances in Neural Information Processing Systems 27, 2014


Route kernels for trees
Fabio Aiolli, Giovanni Martino and Alessandro Sperduti
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Multiclass Classification with Multi-Prototype Support Vector Machines
Fabio Aiolli and Alessandro Sperduti
Journal of Machine Learning Research, 2005


Learning Preferences for Multiclass Problems
Fabio Aiolli and Alessandro Sperduti
Advances in Neural Information Processing Systems 17, 2004