Alessandro Falcetta

18 papers B 5Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Long-Term Time Series Forecasting: The Good, the Bad, and the Ugly.
IEEE Comput. Intell. Mag.
Lorenzo Epifani, Alessandro Falcetta, Manuel Roveri
2025 J jnl
Big Data, Machine Learning, and Personalization in Health Systems: Ethical Issues and Emerging Trade-Offs.
Sci. Eng. Ethics
Stefano Canali, Alessandro Falcetta, Massimo Pavan, Manuel Roveri, Viola Schiaffonati
2025 B conf
HEDEL: Homomorphically Encrypted Distributed Ensemble Learning.
IJCNN
Riccardo Pazzi, Alessandro Falcetta, Manuel Roveri
2024 J jnl
EVAD: encrypted vibrational anomaly detection with homomorphic encryption.
Neural Comput. Appl.
Alessandro Falcetta, Manuel Roveri
2024 J jnl
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment.
CoRR
Luca Colombo, Alessandro Falcetta, Manuel Roveri
2024 — conf
Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption.
WAHC@CCS
Luca Colombo, Alessandro Falcetta, Manuel Roveri
2024 — conf
VETT: VectorDB-Enabled Transfer-Learning for Time-Series Forecasting.
AIMLSystems
Alessandro Falcetta, Giulio Cristofaro, Lorenzo Epifani, Manuel Roveri
2023 — conf
GreenTea: Time-series Exploration as-a-Service for environmental science.
CAI
Francesco Puoti, Alessandro Falcetta, Manuel Roveri, Diego Riva, Davide Chiggiato
2023 — conf
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment.
AIMLSystems
Luca Colombo, Alessandro Falcetta, Manuel Roveri
2023 B conf
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health.
DSAA
Alessandro Falcetta, Massimo Pavan, Stefano Canali, Viola Schiaffonati, Manuel Roveri
2022 B conf
CNAS: Constrained Neural Architecture Search.
SMC
Matteo Gambella, Alessandro Falcetta, Manuel Roveri
2022 J jnl
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction.
IEEE Comput. Intell. Mag.
Alessandro Falcetta, Manuel Roveri
2022 B conf
Privacy-preserving time series prediction with temporal convolutional neural networks.
IJCNN
Alessandro Falcetta, Manuel Roveri
2022 — conf
T4C: A Framework for Time-Series Clustering-as-a-Service.
CPS Summer School, PhD Workshop
Alessandro Falcetta, Manuel Roveri
2020 — conf
A First Step Towards a Streaming Linked Data Life-Cycle.
ISWC (2)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr
2020 B conf
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service.
IJCNN
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2020 J jnl
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service.
CoRR
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2019 — conf
Bootstrapping the Publication of Linked Data Streams.
ISWC (Satellites)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr