Mattia Carletti

Orcid: 0000-0003-4864-764X

According to our database1, Mattia Carletti authored at least 9 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
On the limitations of adversarial training for robust image classification with convolutional neural networks.
Inf. Sci., 2024

Improving robustness with image filtering.
Neurocomputing, 2024

2023
Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest.
Eng. Appl. Artif. Intell., March, 2023

AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box.
Expert Syst. Appl., 2023

2022
On the Properties of Adversarially-Trained CNNs.
CoRR, 2022

2021
Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing.
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.
Proceedings of the Winter Simulation Conference, 2020

Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing.
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.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019


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