Gianluca Setti

Full Professor, DET, Polytechnic Institute of Turin

Joined

May 2023

Names

Gianluca Setti (Preferred)

Emails

****@kaust.edu.sa (Confirmed)

****@polito.it (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Full Professor

DET, Polytechnic Institute of Turin (polito.it)

2017 – Present

Full Professor

CEMSE, King Abdullah University of Science and Technology (kaust.edu.sa)

2022 – 2025

Advisors, Relations & Conflicts

Coauthor

Mauro Mangia

2007 – Present

Coauthor

Riccardo Rovatti

1996 – Present

Expertise

compressed sensing

edge AI

anomaly detection

predictive maintenance

Present

Publications

Multi-Layer Confidence Scoring for Detection of Out-of-Distribution Samples, Adversarial Attacks, and In-Distribution Misclassifications
Lorenzo Capelli, Leandro de Souza Rosa, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
- CoRR 2025
- Readers: Everyone
MESA: A Dynamical Attention-Based Pre-Processing Pipeline for High-Throughput Event-Based Computer Vision Tasks
Philippe Bich, Luciano Prono, Chiara Boretti, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
- IEEE Trans. Circuits Syst. II Express Briefs 2025
- Readers: Everyone
SliceWise: Traffic-Aware Multi-Agent RL with Temporal Encoding for Joint Slice Admission and Resource Orchestration in O-RAN
Xingqi Wu, Yuhui Wang, Junaid Farooq, Hakim Ghazzai, Gianluca Setti
- IEEE Netw. Lett. 2025
- Readers: Everyone
Vanishing Contributions: A Unified Approach to Smoothly Transition Neural Models into Compressed Form
Lorenzo Nikiforos, Charalampos Antoniadis, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
- CoRR 2025
- Readers: Everyone
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons
Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off
Andriy Enttsel, Alex Marchioni, Andrea Zanellini, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
- CoRR 2025
- Readers: Everyone
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks
Luciano Prono, Philippe Bich, Chiara Boretti, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Multilayer magnetic skyrmion devices for spiking neural networks
Aijaz H. Lone, Daniel N. Rahimi, Hossein Fariborzi, Gianluca Setti
- Neuromorph. Comput. Eng. 2025
- Readers: Everyone
Incremental Undersampling MRI Acquisition With Neural Self Assessment
Filippo Martinini, Mauro Mangia, Alex Marchioni, Gianluca Setti, Riccardo Rovatti
- Signal Process. 2025
- Readers: Everyone
AI-driven Traffic Scene Understanding Using Static LiDAR Sensors
Elham Binshaflout, Chaima Zaghouani, Charalampos Antoniadis, Hakim Ghazzai, Nawfal Guefrachi, Ahmad Alsharoa, Sameh Najeh, Gianluca Setti
- AICAS 2025
- Readers: Everyone

View all 24 publications

Co-Authors

Ahmad Alsharoa
Aijaz H. Lone
Alex Marchioni
Andrea Zanellini
Andriy Enttsel
Chaima Zaghouani
Charalampos Antoniadis
Charlotte Frenkel
Chiara Boretti
Daniel N. Rahimi
Elham Binshaflout
Fabio Pareschi
Filippo Martinini
Gabriele Ravaglia
Giacomo Indiveri
Hakim Ghazzai
Hossein Fariborzi
Junaid Farooq
Leandro de Souza Rosa
Livia Manovi
Lorenzo Capelli
Lorenzo Nikiforos
Luciano Prono
Mauro Mangia
Nawfal Guefrachi

View all 32 co-authors