Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression

no code implementations • 16 Sep 2022 • Xinlin Leng, Chenxu Li, Weifeng Xu, Yuyan Sun, Hongtao Wang

We show that the FCD scheme fills the gap of multiparty secure Coordinate Descent methods and is applicable for general linear regressions, including linear, ridge and lasso regressions.

Privacy Preserving regression