Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel

Thomas Gebhart. Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel. In Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, Henry Kvinge, Nina Miolane, Bastian Rice, Sarah Tymochko, Guy Wolf, editors, Topological, Algebraic and Geometric Learning Workshops 2022, 25-22 July 2022, Virtual. Volume 196 of Proceedings of Machine Learning Research, pages 124-132, PMLR, 2022. [doi]

Abstract

Abstract is missing.