FALCETTA, ALESSANDRO
FALCETTA, ALESSANDRO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service
2020-01-01 Disabato, S.; Falcetta, A.; Mongelluzzo, A.; Roveri, M.
CNAS: Constrained Neural Architecture Search
2022-01-01 Gambella, Matteo; Falcetta, Alessandro; Roveri, Manuel
Enhancing Privacy-Preserving Cancer Classification with Convolutional Neural Networks
2025-01-01 Colombo, Aurora A. F.; Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel
EVAD: encrypted vibrational anomaly detection with homomorphic encryption
2024-01-01 Falcetta, Alessandro; Roveri, Manuel
GreenTea: Time-series Exploration as-a-Service for environmental science
2023-01-01 Puoti, Francesco; Falcetta, Alessandro; Roveri, Manuel; Riva, Diego; Chiggiato, Davide
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction
2022-01-01 Falcetta, A; Roveri, M
Privacy-preserving time series prediction with temporal convolutional neural networks
2022-01-01 Falcetta, A.; Roveri, M.
T4C: A Framework for Time-Series Clustering-as-a-Service
2022-01-01 Falcetta, A.; Roveri, M.
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment
2023-01-01 Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health
2023-01-01 Falcetta, Alessandro; Pavan, Massimo; Canali, Stefano; Schiaffonati, Viola; Roveri, Manuel
Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption
2024-01-01 Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel
VETT: VectorDB-Enabled Transfer-Learning for Time-Series Forecasting
2025-01-01 Falcetta, Alessandro; Cristofaro, Giulio; Epifani, Lorenzo; Roveri, Manuel