2 citations · 2 across the 4 of their papers we have counts for
4 papers
Transfer learning via Regularized Linear Discriminant Analysis
Hongzhe Zhang, Arnab Auddy, Hongzhe Lee
Linear discriminant analysis is a widely used method for classification. However, the high dimensionality of predictors combined with small sample sizes often results in large clas…
Learning covariate importance for matching in policy-relevant observational research
Hongzhe Zhang, Jiasheng Shi, Jing Huang
Matching methods are widely used to reduce confounding effects in observational studies, but conventional approaches often treat all covariates as equally important, which can resu…
Proactive Resource Request for Disaster Response: A Deep Learning-based Optimization Model
Hongzhe Zhang, Xiaohang Zhao, Xiao Fang +1
Disaster response is critical to save lives and reduce damages in the aftermath of a disaster. Fundamental to disaster response operations is the management of disaster relief reso…
Transfer Learning with Random Coefficient Ridge Regression
Hongzhe Zhang, Hongzhe Li
Ridge regression with random coefficients provides an important alternative to fixed coefficients regression in high dimensional setting when the effects are expected to be small b…