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Alessandro Falcetta
Alessandro Falcetta
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Privacy-preserving deep learning with homomorphic encryption: An introduction
A Falcetta, M Roveri
IEEE Computational Intelligence Magazine 17 (3), 14-25, 2022
232022
A privacy-preserving distributed architecture for deep-learning-as-a-service
S Disabato, A Falcetta, A Mongelluzzo, M Roveri
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
192020
A first step towards a streaming linked data life-cycle
R Tommasini, M Ragab, A Falcetta, ED Valle, S Sakr
The Semantic Web–ISWC 2020: 19th International Semantic Web Conference …, 2020
122020
CNAS: Constrained Neural Architecture Search
M Gambella, A Falcetta, M Roveri
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
42022
Privacy-preserving time series prediction with temporal convolutional neural networks
A Falcetta, M Roveri
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
42022
Bootstrapping the Publication of Linked Data Streams.
R Tommasini, M Ragab, A Falcetta, E Della Valle, S Sakr
ISWC (Satellites), 29-32, 2019
22019
To personalize or not to personalize? Soft personalization and the ethics of ML for health
A Falcetta, M Pavan, S Canali, V Schiaffonati, M Roveri
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
12023
EVAD: encrypted vibrational anomaly detection with homomorphic encryption
A Falcetta, M Roveri
Neural Computing and Applications, 1-14, 2024
2024
GreenTea: Time-series Exploration as-a-Service for environmental science
F Puoti, A Falcetta, M Roveri, D Riva, D Chiggiato
2023 IEEE Conference on Artificial Intelligence (CAI), 311-313, 2023
2023
T4C: A Framework for Time-Series Clustering-as-a-Service
A Falcetta, M Roveri
CEUR WORKSHOP PROCEEDINGS 3252, 1-10, 2022
2022
A privacy-preserving distributed architecture for deep-learning-as-a-service
A FALCETTA
Politecnico di Milano, 2019
2019
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Artikelen 1–11