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,…