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stat.ME2025★ 1 cited
Simultaneous Heterogeneity and Reduced-rank Learning for Multivariate Response Regression
Jie Wu, Bo Zhang, Daoji Li +1
Heterogeneous data are now ubiquitous in many applications in which correctly identifying the subgroups from a heterogeneous population is critical. Although there is an increasing…
stat.ME2025
SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses
Zemin Zheng, Xin Zhou, Jinchi Lv
Data reduction with uncertainty quantification plays a key role in various multi-task learning applications, where large numbers of responses and features are present. To this end,…