AIOLLI, FABIO
AIOLLI, FABIO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
A novel Boolean kernels family for categorical data
2018 Polato, Mirko; Lauriola, Ivano; Aiolli, Fabio
A Re-weighting Strategy for Improving Margins
2002 Aiolli, Fabio; Sperduti, Alessandro
A systematic review of value-aware recommender systems
2023 De Biasio, A.; Montagna, A.; Aiolli, F.; Navarin, N.
Advances in artificial neural networks, machine learning and computational intelligence
2018 Aiolli, Fabio; Biehl, Michael; Oneto, Luca
Advances in artificial neural networks, machine learning and computational intelligence
2017 Aiolli, Fabio; Bonnet Loosli, Gaelle; Herault, Romain
An Efficient Topological Distance-Based Tree Kernel
2015 Aiolli, Fabio; DA SAN MARTINO, Giovanni; Sperduti, Alessandro
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools
2022 Lauriola, I.; Lavelli, A.; Aiolli, F.
Boolean kernels for collaborative filtering in top-N item recommendation
2018 Polato, Mirko; Aiolli, Fabio
Boolean kernels for rule based interpretation of support vector machines
2019 Polato, Mirko; Aiolli, Fabio
EasyMKL: A scalable multiple kernel learning algorithm
2015 Aiolli, Fabio; Donini, Michele
Enhancing Artificial Intelligence on a Real Mobile Game
2009 Aiolli, Fabio; Palazzi, CLAUDIO ENRICO
Enhancing deep neural networks via multiple kernel learning
2020 Lauriola, I.; Gallicchio, C.; Aiolli, F.
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
2017 Polato, Mirko; Aiolli, Fabio
Improving biomarker list stability by integration of biological knowledge in the learning process.
2012 Sanavia, Tiziana; Aiolli, Fabio; DA SAN MARTINO, Giovanni; Bisognin, Andrea; DI CAMILLO, Barbara
Learning adaptive representations for entity recognition in the biomedical domain
2021 Lauriola, I.; Aiolli, F.; Lavelli, A.; Rinaldi, F.
Learning deep kernels in the space of dot product polynomials
2017 Donini, Michele; Aiolli, Fabio
Learning deep kernels in the space of monotone conjunctive polynomials
2020 Lauriola, I.; Polato, M.; Aiolli, F.
Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data
2009 Aiolli, Fabio; DA SAN MARTINO, Giovanni; Hagenbuchner, M; Sperduti, Alessandro
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
Measuring the expressivity of graph kernels through Statistical Learning Theory
2017 Oneto, Luca; Navarin, Nicolo'; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide