Mattia Carletti

According to our database, Mattia Carletti authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest.

Mattia Carletti, Matteo Terzi, Gian Antonio Susto

Eng. Appl. Artif. Intell., March, 2023

AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box.

David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto

Expert Syst. Appl., 2023

2022

On the Properties of Adversarially-Trained CNNs.

Mattia Carletti, Matteo Terzi, Gian Antonio Susto

CoRR, 2022

2021

Improving Robustness with Image Filtering.

Matteo Terzi, Mattia Carletti, Gian Antonio Susto

CoRR, 2021

Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing.

Alessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Enhancing Scalability of Virtual Metrology: A Deep Learning-Based Approach for Domain Adaptation.

Natalie Gentner, Andreas Kyek, Yao Yang, Mattia Carletti, Gian Antonio Susto

Proceedings of the Winter Simulation Conference, 2020

Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing.

Mattia Carletti, Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto, Natalie Gentner, Yao Yang, Andreas Kyek

Proceedings of the Winter Simulation Conference, 2020

2019

Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis.

Mattia Carletti, Chiara Masiero, Alessandro Beghi, Gian Antonio Susto

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019