PASA, LUCA
PASA, LUCA
Dipartimento di Matematica "Tullio Levi-Civita" - DM
Informed machine learning for complex data
2026 Oneto, L.; Navarin, N.; Micheli, A.; Pasa, L.; Gallicchio, C.; Bacciu, D.; Anguita, D.
Local Learning with Boosting-based Backpropagation-Free Graph Neural Networks
2026 Pasa, Luca; Frazzetto, Paolo; Navarin, Nicolo; Sperduti, Alessandro
On the application of neural networks for structured domains to fMRI data
2026 Donghi, Giovanni; Pasa, Luca; De Filippo De Grazia, Michele; Testolin, Alberto; Zorzi, Marco; Sperduti, Alessandro; Navarin, Nicolò
Enhancing door-to-door waste collection forecasting through ML
2025 Pasa, L.; Angelini, G.; Ballarin, M.; Fedrizzi, P.; Sperduti, A.
Your PIN is Mine: Uncovering Users' PINs at Point of Sale Machines
2025 Cecconello, S.; Cardaioli, M.; Pasa, L.; Picek, S.; Smaragdakis, G.
A unified framework for backpropagation-free soft and hard gated graph neural networks
2024 Pasa, Luca; Navarin, Nicolo; Erb, Wolfgang; Sperduti, Alessandro
Empowering Simple Graph Convolutional Networks
2024 Pasa, L; Navarin, N; Erb, W; Sperduti, A
Fair graph representation learning: Empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing
2024 Franco, D.; D'Amato, V. S.; Pasa, L.; Navarin, N.; Oneto, L.
Investigating over-parameterized randomized graph networks
2024 Donghi, G.; Pasa, L.; Oneto, L.; Gallicchio, C.; Micheli, A.; Anguita, D.; Sperduti, A.; Navarin, N.
Multiresolution Reservoir Graph Neural Network
2021 Pasa, L.; Navarin, N.; Sperduti, A.
Polynomial-based graph convolutional neural networks for graph classification
2021 Pasa, L.; Navarin, N.; Sperduti, A.
SOM-based aggregation for graph convolutional neural networks
2020 Pasa, L.; Navarin, N.; Sperduti, A.
Neural Networks for Sequential Data: A Pre-training Approach based on Hidden Markov Models
2015 Pasa, Luca; Testolin, Alberto; Sperduti, Alessandro