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Journal Articles
- 2024
[j2]Alessandro Falcetta
, Manuel Roveri:
EVAD: encrypted vibrational anomaly detection with homomorphic encryption. Neural Comput. Appl. 36(13): 7359-7372 (2024)- 2022
- [j1]Alessandro Falcetta, Manuel Roveri:
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. IEEE Comput. Intell. Mag. 17(3): 14-25 (2022)
Conference and Workshop Papers
- 2023
- [c8]Luca Colombo, Alessandro Falcetta, Manuel Roveri:
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. AIMLSystems 2023: 11:1-11:8 - [c7]Alessandro Falcetta, Massimo Pavan, Stefano Canali, Viola Schiaffonati, Manuel Roveri:
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health. DSAA 2023: 1-10 - 2022
- [c6]Alessandro Falcetta, Manuel Roveri:
T4C: A Framework for Time-Series Clustering-as-a-Service. CPS Summer School, PhD Workshop 2022 - [c5]Alessandro Falcetta, Manuel Roveri:
Privacy-preserving time series prediction with temporal convolutional neural networks. IJCNN 2022: 1-8 - [c4]Matteo Gambella, Alessandro Falcetta, Manuel Roveri:
CNAS: Constrained Neural Architecture Search. SMC 2022: 2918-2923 - 2020
- [c3]Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN 2020: 1-8 - [c2]Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr:
A First Step Towards a Streaming Linked Data Life-Cycle. ISWC (2) 2020: 634-650 - 2019
- [c1]Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr:
Bootstrapping the Publication of Linked Data Streams. ISWC (Satellites) 2019: 29-32
Informal and Other Publications
- 2020
- [i1]Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR abs/2003.13541 (2020)
Coauthor Index
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