8 citations · 8 across the 1 of their papers we have counts for
3 papers
stat.ME2021★ 8 cited
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes
Ruipeng Dong, Daoji Li, Zemin Zheng
Multi-task learning is increasingly used to investigate the association structure between multiple responses and a single set of predictor variables in many applications. In the er…
stat.ME2016
Interaction Pursuit with Feature Screening and Selection
Yingying Fan, Yinfei Kong, Daoji Li +1
Understanding how features interact with each other is of paramount importance in many scientific discoveries and contemporary applications. Yet interaction identification becomes…
stat.ME2016
Interaction pursuit in high-dimensional multi-response regression via distance correlation
Yinfei Kong, Daoji Li, Yingying Fan +1
Feature interactions can contribute to a large proportion of variation in many prediction models. In the era of big data, the coexistence of high dimensionality in both responses a…