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gianluigilopardo/README.md

Hi there! 👋

I am Gianluigi, a PhD student in Applied Mathematics at Université Côte d'Azur, where I am part of the J. A. Dieudonné laboratory and Maasai, an Inria team located in Sophia Antipolis.

I am currently working on the interpretability of machine learning models and algorithms, both by analyzing their theoretical foundations and by proposing new solutions, under the supervision of Damien Garreau and Frédéric Precioso.

Previously, I got an MSc in Mathematical Engineering and a BSc in Applied Mathematics, both from Politecnico di Torino. You can contact me by e-mail, on LinkedIn or on Twitter.

Pinned

  1. anchors_text_theory anchors_text_theory Public

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

    Python 6

  2. smace smace Public

    A New Method for the Interpretability of Composite Decision Systems.

    Jupyter Notebook 8

  3. fred fred Public

    Python 6 1

  4. attention_meets_xai attention_meets_xai Public

    Code for the paper "Attention Meets Post-hoc Interpretability: A Mathematical Perspective"

    Jupyter Notebook 4