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Published at October 20

Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations

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Released Date: October 20, 2024

Authors: Seyed Mohammad Ahmadi¹, Koorosh Aslansefat², Ruben Valcarce-Dineiro, Joshua Barnfather³

Aff.: ¹Centre of Excellence for Data Science, Artificial Intelligence and Modelling (DAIM), Faculty of Science and Engineering, University of Hull, Hull, U.K.; ²School of Computer Science, Faculty of Science and Engineering, University of Hull, Hull, U.K.; ³Dock Robotics Ltd, Hull, U.K.

Arxiv: https://arxiv.org/abs/2410.15374v1