AIOLLI, FABIO
AIOLLI, FABIO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
Integrating L0 regularization into Multi-layer Logical Perceptron for Interpretable Classification
2025 Jaimovitch-Lopez, G.; Bergamin, L.; Aiolli, F.; Confalonieri, R.
Addressing Challenges in Image Translation for Contrast-Enhanced Mammography using Generative Advesarial Networks
2024 Hosseinipour, M.; Bergamin, L.; Kotler, H.; Gennaro, G.; Aiolli, F.
Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer
2024 Carraro, Tommaso; Daniele, Alessandro; Aiolli, Fabio; Serafini, Luciano
A systematic review of value-aware recommender systems
2023 De Biasio, A.; Montagna, A.; Aiolli, F.; Navarin, N.
Graph-based Explainable Recommendation Systems: Are We Rigorously Evaluating Explanations? A Position Paper
2023 Montagna, Andrea; DE BIASIO, Alvise; Navarin, Nicolo'; Aiolli, Fabio
Logic Tensor Networks for Top-N Recommendation
2023 Carraro, T; Daniele, A; Aiolli, F; Serafini, L
Social Support and Help-Seeking Among Suicide Bereaved: A Study With Italian Survivors
2023 Entilli, Lorenza; DE LEO, Diego; Aiolli, Fabio; Polato, Mirko; Gaggi, Ombretta; Cipolletta, Sabrina
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools
2022 Lauriola, I.; Lavelli, A.; Aiolli, F.
Bayes Point Rule Set Learning
2022 Aiolli, Fabio; Bergamin, Luca; Carraro, Tommaso; Polato, Mirko
Conditioned Variational Autoencoder for Top-N Item Recommendation
2022 Carraro, T; Polato, M; Bergamin, L; Aiolli, F
Logic Tensor Networks for Top-N Recommendation
2022 Carraro, Tommaso; Daniele, Alessandro; Aiolli, Fabio; Serafini, Luciano
Novel Applications for VAE-based Anomaly Detection Systems
2022 Bergamin, L; Carraro, T; Polato, M; Aiolli, F
PRL: A game theoretic large margin method for interpretable feature learning
2022 Polato, M.; Faggioli, G.; Aiolli, F.
Exploring the structure of BERT through Kernel Learning
2021 Lauriola, I.; Lavelli, A.; Moschitti, A.; Aiolli, F.
Learning adaptive representations for entity recognition in the biomedical domain
2021 Lauriola, I.; Aiolli, F.; Lavelli, A.; Rinaldi, F.
On the feasibility of crawling-based attacks against recommender systems
2021 Aiolli, Fabio; Conti, Mauro; Picek, Stjepan; Polato, Mirko
Propositional kernels
2021 Polato, M.; Aiolli, F.
Using Rule-based system analysis to investigate social support and help-seeking among Italian suicide bereaved
2021 Entilli, Lorenza; DE LEO, Diego; Aiolli, Fabio; Polato, Mirko; Gaggi, Ombretta; Cipolletta, Sabrina
A Look Inside the Black-Box: Towards the Interpretability of Conditioned Variational Autoencoder for Collaborative Filtering
2020 Carraro, T.; Polato, M.; Aiolli, F.
A Preference-Learning Framework for Modeling Relational Data
2020 Lauriola, Ivano; Polato, Mirko; Faggioli, Guglielmo; Aiolli, Fabio