Characterizing Trainability, Expressivity and Generalization of Neural Architecture with Metrics from Neural Tangent Kernel

Xinyu Chen, Jinlong Li 0001, Faiza Amin, Huanhuan Chen. Characterizing Trainability, Expressivity and Generalization of Neural Architecture with Metrics from Neural Tangent Kernel. In Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio, editors, Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part I. Volume 16068 of Lecture Notes in Computer Science, pages 55-67, Springer, 2025. [doi]

Abstract

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