2 papers
stat.ML2026
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…
stat.ME2025
Robust Spatiotemporal Epidemic Modeling with Integrated Adaptive Outlier Detection
Haoming Shi, Shan Yu, Eric C. Chi
In epidemic modeling, outliers can distort parameter estimation and ultimately lead to misguided public health decisions. Although there are existing robust methods that can mitiga…