Mattia Carletti
Orcid: 0000-0003-4864-764X
According to our database1,
Mattia Carletti
authored at least 9 papers
between 2019 and 2024.
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Bibliography
2024
On the limitations of adversarial training for robust image classification with convolutional neural networks.
Inf. Sci., 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
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