Analyzing Generalization of Neural Networks through Loss Path Kernels

Yilan Chen, Wei Huang, Hao Wang, Charlotte Loh, Akash Srivastava, Lam M. Nguyen, Lily Weng. Analyzing Generalization of Neural Networks through Loss Path Kernels. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Yilan Chen

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Wei Huang

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Hao Wang

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Charlotte Loh

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Akash Srivastava

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Lam M. Nguyen

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Lily Weng

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