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Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation

Kaibo Zhang, Yunjuan Wang, Raman Arora. Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

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