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Gianluigi Lopardo's picture
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Gianluigi Lopardo

glopardo
Graimond's profile picture
·
https://glopardo.com
  • gigilopardo
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AI & ML interests

Statistical Learning, eXplainable AI, Computational Linguistics, Topic Modeling, Sentometrics, Risk Modeling, Financial Machine Learning

Organizations

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glopardo 's collections 1

Foundations of Machine Learning Interpretability
  • Attention Meets Post-hoc Interpretability: A Mathematical Perspective

    Paper • 2402.03485 • Published Feb 5, 2024 • 2
  • Faithful and Robust Local Interpretability for Textual Predictions

    Paper • 2311.01605 • Published Oct 30, 2023 • 2
  • A Sea of Words: An In-Depth Analysis of Anchors for Text Data

    Paper • 2205.13789 • Published May 27, 2022 • 2
  • Comparing Feature Importance and Rule Extraction for Interpretability on Text Data

    Paper • 2207.01420 • Published Jul 4, 2022 • 2
Foundations of Machine Learning Interpretability
  • Attention Meets Post-hoc Interpretability: A Mathematical Perspective

    Paper • 2402.03485 • Published Feb 5, 2024 • 2
  • Faithful and Robust Local Interpretability for Textual Predictions

    Paper • 2311.01605 • Published Oct 30, 2023 • 2
  • A Sea of Words: An In-Depth Analysis of Anchors for Text Data

    Paper • 2205.13789 • Published May 27, 2022 • 2
  • Comparing Feature Importance and Rule Extraction for Interpretability on Text Data

    Paper • 2207.01420 • Published Jul 4, 2022 • 2
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