Explaining Graph Neural Networks Using Interpretable Local Surrogates

Farzaneh Heidari, Perouz Taslakian, Guillaume Rabusseau. Explaining Graph Neural Networks Using Interpretable Local Surrogates. In Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn, editors, Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA. Volume 221 of Proceedings of Machine Learning Research, pages 146-155, PMLR, 2023. [doi]

Abstract

Abstract is missing.