Generalization Analysis of Message Passing Neural Networks on Large Random Graphs

Sohir Maskey, Ron Levie, Yunseok Lee, Gitta Kutyniok. Generalization Analysis of Message Passing Neural Networks on Large Random Graphs. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{MaskeyLLK22,
  title = {Generalization Analysis of Message Passing Neural Networks on Large Random Graphs},
  author = {Sohir Maskey and Ron Levie and Yunseok Lee and Gitta Kutyniok},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/1eeaae7c89d9484926db6974b6ece564-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/MaskeyLLK22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}