Alessandro Falcetta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Distributed Architecture

Privacy Preserving

Vertically Partitioned Data

Top Venues

Publications

Alessandro Falcetta, Manuel Roveri
EVAD: encrypted vibrational anomaly detection with homomorphic encryption. Neural Comput. Appl. 36 (13) (2024)
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)
Luca Colombo, Alessandro Falcetta, Manuel Roveri
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. AIMLSystems (2023)
Alessandro Falcetta, Manuel Roveri
T4C: A Framework for Time-Series Clustering-as-a-Service. CPS Summer School, PhD Workshop (2022)
Matteo Gambella, Alessandro Falcetta, Manuel Roveri
CNAS: Constrained Neural Architecture Search. SMC (2022)
Alessandro Falcetta, Manuel Roveri
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. IEEE Comput. Intell. Mag. 17 (3) (2022)
Alessandro Falcetta, Manuel Roveri
Privacy-preserving time series prediction with temporal convolutional neural networks. IJCNN (2022)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr
A First Step Towards a Streaming Linked Data Life-Cycle. ISWC (2) (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR (2020)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr
Bootstrapping the Publication of Linked Data Streams. ISWC (Satellites) (2019)