Jian Hong

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 6

Top Topics

Asymptotic Analysis

Variable Selection

Hyperparameters

Top Venues

Publications

Ning Xu, Timothy C. G. Fisher, Jian Hong
Rademacher upper bounds for cross-validation errors with an application to the lasso. CoRR (2020)
Mingchao Du, Min Tao, Jian Hong, Dian Zhou, Shuihua Wang
Application of Deep Learning Algorithm in Feature Mining and Rapid Identification of Colorectal Image. IEEE Access 8 (2020)
Ning Xu, Timothy C. G. Fisher, Jian Hong
Solar: a least-angle regression for accurate and stable variable selection in high-dimensional data. CoRR (2020)
Ning Xu, Timothy C. G. Fisher, Jian Hong
Ultrahigh dimensional instrument detection using graph learning: an application to high dimensional GIS-census data for house pricing. CoRR (2020)
Ning Xu, Jian Hong, Timothy C. G. Fisher
Stability of cross-validation and minmax-optimal number of folds. CoRR (2017)
Ning Xu, Jian Hong, Timothy C. G. Fisher
Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression. CoRR (2016)