Benign Overfitting for Two-layer ReLU Convolutional Neural Networks

Yiwen Kou, Zixiang Chen, Yuanzhou Chen +1

Modern deep learning models with great expressive power can be trained to overfit the training data but still generalize well. This phenomenon is referred to as \textit{benign over…