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Debora 's picture
6 1

Debora

debcaldarola
glopardo's profile picture
·
https://debcaldarola.github.io/
  • debcaldarola
  • debcaldarola

AI & ML interests

Federated learning and trustworthy machine learning

Recent Activity

upvoted a paper 17 days ago
SMACE: A New Method for the Interpretability of Composite Decision Systems
upvoted a paper 17 days ago
A Sea of Words: An In-Depth Analysis of Anchors for Text Data
upvoted a paper 17 days ago
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data
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huggingPartyParis's profile picture

upvoted 6 papers 17 days ago

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

Paper • 2111.08749 • Published Nov 16, 2021 • 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

Understanding Post-hoc Explainers: The Case of Anchors

Paper • 2303.08806 • Published Mar 15, 2023 • 2

Faithful and Robust Local Interpretability for Textual Predictions

Paper • 2311.01605 • Published Oct 30, 2023 • 2

Attention Meets Post-hoc Interpretability: A Mathematical Perspective

Paper • 2402.03485 • Published Feb 5, 2024 • 2
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