Xiao-Shan Gao

Generalizability of Memorization Neural Networks

2024 · arXiv (Cornell University)

The neural network memorization problem is to study the expressive power of neural networks to interpolate a finite dataset. Although memorization is widely believed to have a close relationship with the strong generalizability of deep …