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glopardo 's Collections
Foundations of Machine Learning Interpretability

Foundations of Machine Learning Interpretability

updated 6 days ago
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  • Attention Meets Post-hoc Interpretability: A Mathematical Perspective

    Paper • 2402.03485 • Published Feb 5, 2024 • 1

  • Faithful and Robust Local Interpretability for Textual Predictions

    Paper • 2311.01605 • Published Oct 30, 2023 • 1

  • A Sea of Words: An In-Depth Analysis of Anchors for Text Data

    Paper • 2205.13789 • Published May 27, 2022 • 1

  • Comparing Feature Importance and Rule Extraction for Interpretability on Text Data

    Paper • 2207.01420 • Published Jul 4, 2022 • 1

  • SMACE: A New Method for the Interpretability of Composite Decision Systems

    Paper • 2111.08749 • Published Nov 16, 2021 • 1
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