Manuel Roveri

Manuel Roveri

Politecnico di Milano

H-index: 31

Europe-Italy

About Manuel Roveri

Manuel Roveri, With an exceptional h-index of 31 and a recent h-index of 21 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Internet-of-Things, Machine and Deep Learning, Tiny Machine Learning, Privacy-preserving computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks

EVAD: encrypted vibrational anomaly detection with homomorphic encryption

FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness

Evolving Fuzzy Prediction Intervals in Nonstationary Environments

EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks

Scheduling Inputs in Early Exit Neural Networks

A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions

GreenTea: Time-series Exploration as-a-Service for environmental science

Manuel Roveri Information

University

Position

Italy

Citations(all)

4547

Citations(since 2020)

2310

Cited By

3131

hIndex(all)

31

hIndex(since 2020)

21

i10Index(all)

73

i10Index(since 2020)

48

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Manuel Roveri Skills & Research Interests

Internet-of-Things

Machine and Deep Learning

Tiny Machine Learning

Privacy-preserving computation

Top articles of Manuel Roveri

Title

Journal

Author(s)

Publication Date

NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks

arXiv preprint arXiv:2401.13330

Matteo Gambella

Jary Pomponi

Simone Scardapane

Manuel Roveri

2024/1/24

EVAD: encrypted vibrational anomaly detection with homomorphic encryption

Neural Computing and Applications

Alessandro Falcetta

Manuel Roveri

2024/3/1

FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness

arXiv preprint arXiv:2402.19102

Matteo Gambella

Fabrizio Pittorino

Manuel Roveri

2024/2/29

Evolving Fuzzy Prediction Intervals in Nonstationary Environments

IEEE Transactions on Emerging Topics in Computational Intelligence

Oscar Cartagena

Francesco Trovò

Manuel Roveri

Doris Sáez

2023/7/26

EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks

Matteo Gambella

Manuel Roveri

2023/6/18

Scheduling Inputs in Early Exit Neural Networks

IEEE Transactions on Computers

Giuliano Casale

Manuel Roveri

2023/11/21

A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions

IEEE Open Journal of Signal Processing

Luca Barbieri

Mattia Brambilla

Mario Stefanutti

Ciro Romano

Niccolò De Carlo

...

2023/11/16

GreenTea: Time-series Exploration as-a-Service for environmental science

Francesco Puoti

Alessandro Falcetta

Manuel Roveri

Diego Riva

Davide Chiggiato

2023/6/5

Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting

Yichong Chen

Manuel Roveri

Shreshth Tuli

Giuliano Casale

2023/10/30

TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning

ACM Transactions on Embedded Computing Systems

Massimo Pavan

Eugeniu Ostrovan

Armando Caltabiano

Manuel Roveri

2023/6

To personalize or not to personalize? Soft personalization and the ethics of ML for health

Alessandro Falcetta

Massimo Pavan

Stefano Canali

Viola Schiaffonati

Manuel Roveri

2023/10/9

Guest editorial: Computational intelligence for human-in-the-loop cyber physical systems

IEEE Transactions on Emerging Topics in Computational Intelligence

Alireza Jolfaei

Muhammad Usman

Manuel Roveri

Michael Sheng

Marimuthu Palaniswami

...

2022/1/21

Privacy-preserving time series prediction with temporal convolutional neural networks

Alessandro Falcetta

Manuel Roveri

2022/7/18

A hybrid active-passive approach to imbalanced nonstationary data stream classification

Kleanthis Malialis

Manuel Roveri

Cesare Alippi

Christos G Panayiotou

Marios M Polycarpou

2022/12/4

T4C: A Framework for Time-Series Clustering-as-a-Service

CEUR WORKSHOP PROCEEDINGS

Alessandro Falcetta

Manuel Roveri

2022

TinyML for UWB-radar based presence detection

Massimo Pavan

Armando Caltabiano

Manuel Roveri

2022/7/18

Publication Beyond Words

IEEE Computational Intelligence Magazine

Gary G Yen

Kay Chen Tan

Vincenzo Piuri

ITALY Marios M Polycarpou

Jacek M Zurada

...

2022/11

On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning.

Massimo Pavan

Armando Caltabiano

Manuel Roveri

2022

CNAS: Constrained Neural Architecture Search

Matteo Gambella

Alessandro Falcetta

Manuel Roveri

2022/10/9

PGT: a prompt based generative transformer for the patent domain

Dimitrios Christofidellis

Antonio Berrios Torres

Ashish Dave

Manuel Roveri

Kristin Schmidt

...

2022/7/11

See List of Professors in Manuel Roveri University(Politecnico di Milano)