Asymptotic Optimism for Tensor Regression Models with Applications to Neural Network Compression

Haoming Shi, Eric C. Chi, Hengrui Luo

We study rank selection for low-rank tensor regression under random covariates design. Under a Gaussian random-design model and some mild conditions, we derive population expressio…