PASA, LUCA

PASA, LUCA  

Dipartimento di Matematica "Tullio Levi-Civita" - DM  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Enhancing door-to-door waste collection forecasting through ML 2025 Pasa L.Sperduti A. + WASTE MANAGEMENT - -
Foundation and Generative Models for Graphs 2025 Moro, StefanoPasa, LucaRigoni, Davide + - - ESANN 2025 - Proceedings, 33rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
A unified framework for backpropagation-free soft and hard gated graph neural networks 2024 Pasa, LucaNavarin, NicoloErb, WolfgangSperduti, Alessandro KNOWLEDGE AND INFORMATION SYSTEMS - -
Beyond the Additive Nodes' Convolutions: a Study on High-Order Multiplicative Integration 2024 Frazzetto P.Pasa L.Navarin N.Sperduti A. - - Proceedings of the ACM Symposium on Applied Computing
Empowering Simple Graph Convolutional Networks 2024 Pasa, LNavarin, NErb, WSperduti, A IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -
Fair graph representation learning: Empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing 2024 Pasa L.Navarin N. + NEUROCOMPUTING - -
Informed Machine Learning for Complex Data 2024 Nicolo NavarinLuca Pasa + - - ESANN 2024 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Investigating over-parameterized randomized graph networks 2024 Donghi G.Pasa L.Sperduti A.Navarin N. + NEUROCOMPUTING - -
Physics-Informed Graph Neural Cellular Automata: An Application to Compartmental Modelling 2024 Navarin N.Frazzetto P.Pasa L.Visentin F.Sperduti A. + - - Proceedings of the International Joint Conference on Neural Networks
Relative Local Signal Strength: The Impact of Normalization on the Analysis of Neuroimaging Data with Deep Learning 2024 Donghi G.Pasa L.Testolin A.Zorzi M.Sperduti A.Navarin N. - LECTURE NOTES IN COMPUTER SCIENCE Artificial Neural Networks and Machine Learning – ICANN 2024
Towards the Application of Backpropagation-Free Graph Convolutional Networks on Huge Datasets 2024 Nicolo NavarinLuca PasaAlessandro Sperduti - - ESANN 2024 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
“All of Me”: Mining Users’ Attributes from their Public Spotify Playlists 2024 Pasa, LucaConti, Mauro + - - WWW '24: Companion Proceedings of the ACM on Web Conference 2024
An Empirical Study of Over-Parameterized Neural Models based on Graph Random Features 2023 Nicolo NavarinLuca PasaAlessandro Sperduti + - - ESANN 2023 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
An Untrained Neural Model for Fast and Accurate Graph Classification 2023 Navarin N.Pasa L.Sperduti A. + - LECTURE NOTES IN COMPUTER SCIENCE Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Graph Representation Learning 2023 Nicolo NavarinLuca Pasa + - - ESANN 2023 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Topology preserving maps as aggregations for Graph Convolutional Neural Networks 2023 Frazzetto P.Pasa L.Navarin N.Sperduti A. - - SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing
Backpropagation-free Graph Neural Networks 2022 Pasa L.Navarin N.Erb W.Sperduti A. - PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON DATA MINING 2022 IEEE International Conference on Data Mining (ICDM)
Compact graph neural network models for node classification 2022 Pasa L.Navarin N.Sperduti A. - - SAC '22: the 37th ACM/SIGAPP Symposium on Applied Computing
Deep learning for graph-structured data 2022 Pasa L.Navarin N.Sperduti A. - - Handbook On Computer Learning And Intelligence
Understanding Catastrophic Forgetting of Gated Linear Networks in Continual Learning 2022 Pasa, LNavarin, N + - PROCEEDINGS OF ... INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2022 International Joint Conference on Neural Networks (IJCNN)