Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling

Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong. Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 13014-13051, PMLR, 2022. [doi]

Abstract

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