Manuel Roveri

Full Professor, Politecnico di Milano

Joined

July 2019

Names

Manuel Roveri

Emails

****@polimi.it (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Politecnico di Milano (polimi.it)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Embedded and Edge Artificial Intelligence

Present

Tiny Machine Learning

Present

Time serie analysis and forecasting

Present

Publications

Time Series as Videos: Spectro-Temporal Generative Diffusion
Francesco Puoti, Fabrizio Pittorino, Manuel Roveri
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
Luca Colombo, Fabrizio Pittorino, Daniele Zambon, Carlo Baldassi, Manuel Roveri, Cesare Alippi
- ICLR 2026 Poster
- Readers: Everyone
The Ethics of Privacy-Preserving Deep Learning: the Good, the Bad, and the Ugly
Alessandro Falcetta, Stefano Canali, Viola Schiaffonati, Manuel Roveri
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PGT: a prompt based generative transformer for the patent domain
Dimitrios Christofidellis, Antonio Berrios Torres, Ashish Dave, Manuel Roveri, Kristin Schmidt, Sarath Swaminathan, Hans Vandierendonck, Dmitry Zubarev, Matteo Manica
- 01 Jun 2022 (modified: 05 May 2023)
- ICML 2022 Workshop KRLM
- Readers: Everyone
Distributed Deep Convolutional Neural Networks for the Internet-of-Things
Simone Disabato, Manuel Roveri, Cesare Alippi
- 2021 (modified: 30 Sept 2021)
- IEEE Trans. Computers 2021
- Readers: Everyone
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
- 2021 (modified: 30 Sept 2021)
- I2MTC 2021
- Readers: Everyone
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
- 2021 (modified: 30 Sept 2021)
- CoRR 2021
- Readers: Everyone
Adaptive Federated Learning in Presence of Concept Drift
Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri
- 2021 (modified: 30 Sept 2021)
- IJCNN 2021
- Readers: Everyone
Tiny Machine Learning for Concept Drift
Simone Disabato, Manuel Roveri
- 2021 (modified: 30 Sept 2021)
- CoRR 2021
- Readers: Everyone
An energy harvesting solution for computation offloading in Fog Computing networks
Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri
- 2020 (modified: 30 Sept 2021)
- Comput. Commun. 2020
- Readers: Everyone

View all 103 publications

Co-Authors

View all 99 co-authors