Haoyu Chen

The advance of neural networks generalization performance

2023 · Applied and Computational Engineering

A big mystery in deep learning is the promising generalization performance generated by massive neural networks. While over-parameterization increases the tendency of overfitting in other machine learning models, neural networks seem to “magically” overcome this …