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Pietro Barbiero on Muck Rack

Pietro Barbiero

As seen in: Medium, arXiv, Towards Data Science
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Articles

Computer Science > Machine Learning

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By Pietro Barbiero, Giuseppe Marra, David Debot
| arXiv
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[2506.02092] Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models

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By De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero
| arXiv
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[2503.16203] Logic Explanation of AI Classifiers by Categorical Explaining Functors

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By Francesco Giannini, Fabio Zanasi, Pietro Barbiero, Paolo Frazzetto
| arXiv
[Submitted on 20 Mar 2025] Title:Logic Explanation of AI Classifiers by Categorical Explaining Functors View a PDF of the paper titled Logic Explanation of AI Classifiers by Categorical Explaining Functors, by Stefano Fioravanti and 4 other authors View PDF HTML (experimental) Abstract:The most common methods in explainable artificial intelligence are post-hoc techniques which identify the most relevant features used by pretrained opaque models.
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