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Lucie Charlotte Magister

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Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians

Dec 04, 2023
Alessandro Farace di Villaforesta, Lucie Charlotte Magister, Pietro Barbiero, Pietro Liò

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Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts

Dec 02, 2023
Jonas Jürß, Lucie Charlotte Magister, Pietro Barbiero, Pietro Liò, Nikola Simidjievski

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SHARCS: Shared Concept Space for Explainable Multimodal Learning

Jul 01, 2023
Gabriele Dominici, Pietro Barbiero, Lucie Charlotte Magister, Pietro Liò, Nikola Simidjievski

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Deep Multiple Instance Learning with Distance-Aware Self-Attention

May 20, 2023
Georg Wölflein, Lucie Charlotte Magister, Pietro Liò, David J. Harrison, Ognjen Arandjelović

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Interpretable Neural-Symbolic Concept Reasoning

Apr 27, 2023
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frederic Precioso, Mateja Jamnik, Giuseppe Marra

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GCI: A (G)raph (C)oncept (I)nterpretation Framework

Feb 09, 2023
Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Lio

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Teaching Small Language Models to Reason

Dec 19, 2022
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn

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Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis

Aug 22, 2022
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió

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Encoding Concepts in Graph Neural Networks

Aug 07, 2022
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Lio

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