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Papers
Benign Overfitting in Adversarial Training of Neural Networks
ICML 2024
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
NeurIPS 2024
Restricted Strong Convexity of Deep Learning Models with Smooth Activations
ICLR 2023
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions
AAAI 2022