On the Use of Persistent Homology to Control the Generalization Capacity of a Neural Network

Abir Barbara, Younès Bennani, Joseph Karkazan. On the Use of Persistent Homology to Control the Generalization Capacity of a Neural Network. In Biao Luo, Long Cheng 0001, Zheng-Guang Wu, Hongyi Li 0001, Chaojie Li, editors, Neural Information Processing - 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part VIII. Volume 1962 of Communications in Computer and Information Science, pages 274-286, Springer, 2023. [doi]

Abstract

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