Sfoglia per Autore
A game-theoretic framework for interpretable preference and feature learning
2018 Polato, Mirko; Aiolli, Fabio
The minimum effort maximum output principle applied to Multiple Kernel Learning
2018 Lauriola, Ivano; Polato, Mirko; Aiolli, Fabio
Learning representations for biomedical named entity recognition
2018 Lauriola, Ivano; Sella, Riccardo; Aiolli, Fabio; Lavelli, Alberto; Rinaldi, Fabio
Efficient similarity based methods for the playlist continuation task
2018 Faggioli, Guglielmo; Polato, Mirko; Aiolli, Fabio
A novel Boolean kernels family for categorical data
2018 Polato, Mirko; Lauriola, Ivano; Aiolli, Fabio
Fast Hyperparameter Selection for Graph Kernels via Subsampling and Multiple Kernel Learning
2017 Donini, Michele; Navarin, Nicolo'; Lauriola, Ivano; Aiolli, Fabio; Costa, Fabrizio
Measuring the expressivity of graph kernels through Statistical Learning Theory
2017 Oneto, Luca; Navarin, Nicolo'; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
Classification of categorical data in the feature space of monotone DNFs
2017 Polato, Mirko; Lauriola, Ivano; Aiolli, Fabio
Advances in artificial neural networks, machine learning and computational intelligence
2017 Aiolli, Fabio; Bonnet Loosli, Gaelle; Herault, Romain
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
2017 Polato, Mirko; Aiolli, Fabio
Disjunctive Boolean Kernel based Collaborative Filtering for top-N item recommendation
2017 Polato, Mirko; Aiolli, Fabio
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels
2017 Oneto, Luca; Navarin, Nicolo; Donini, Michele; Ridella, Sandro; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
Learning deep kernels in the space of dot product polynomials
2017 Donini, Michele; Aiolli, Fabio
Radius-margin ratio optimization for dot-product boolean kernel learning
2017 Lauriola, Ivano; Polato, Mirko; Aiolli, Fabio
A preliminary study on a recommender system for the job recommendation challenge
2016 Polato, Mirko; Aiolli, Fabio
Advances in learning with kernels: Theory and practice in a world of growing constraints
2016 Oneto, Luca; Navarin, Nicolo'; Donini, Michele; Aiolli, Fabio; Anguita, Davide
Stairstep recognition and counting in a serious Game for increasing users’ physical activity
2016 Ciman, Matteo; Donini, Michele; Gaggi, Ombretta; Aiolli, Fabio
Kernel based collaborative filtering for very large scale top-N item recommendation
2016 Polato, Mirko; Aiolli, Fabio
Measuring the Expressivity of Graph Kernels through the Rademacher Complexity
2016 Luca, Oneto; Navarin, Nicolo'; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Davide, Anguita
Special issue: Advances in artificial neural networks, machine learning and computational intelligenceSelected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015)
2016 Aiolli, Fabio; Bunte, Kerstin; Herault, Romain; Kanevski, Mikha
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