Partially shared federated multiview learning

Daoyuan Li, Zuyuan Yang, Jiawen Kang, Minfan He, Shengli Xie

Abstract: Highlights•The learned latent factor reflects the consistent and complementary information among the different views.•A novel multiview learning method based on the vertical federated framework.•Proposed ADMM based optimization algorithm under the vertical federation framework.