Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression. - Ning Xu; Jian Hong; Timothy C. G. Fisher (CoRR, 2016)

Stability of cross-validation and minmax-optimal number of folds. - Ning Xu; Jian Hong; Timothy C. G. Fisher (CoRR, 2017)

Application of Deep Learning Algorithm in Feature Mining and Rapid Identification of Colorectal Image. - Mingchao Du; Min Tao; Jian Hong; Dian Zhou; Shuihua Wang (IEEE Access, 2020)

Rademacher upper bounds for cross-validation errors with an application to the lasso. - Ning Xu; Timothy C. G. Fisher; Jian Hong (CoRR, 2020)

Solar: a least-angle regression for accurate and stable variable selection in high-dimensional data. - Ning Xu; Timothy C. G. Fisher; Jian Hong (CoRR, 2020)

Ultrahigh dimensional instrument detection using graph learning: an application to high dimensional GIS-census data for house pricing. - Ning Xu; Timothy C. G. Fisher; Jian Hong (CoRR, 2020)

Zero-Shot Compound Fault Diagnosis Method Using Semantic Construction and Embedding. - Honghuan Chen; Jian Hong; Cong Cheng; Yaguang Kong; Xiaoqing Zheng (IEEE Trans. Instrum. Meas., 2024)