Singular value decomposition (SVD) is a fundamental technique widely used in various applications, such as recommendation systems and principal component analyses. In recent years, the need for privacy-preserving computations has been increasing constantly, which concerns SVD well. Federated emerged promising approach that enables collaborative computation without sharing raw data. However, exi...

In a multi-regional interconnected grid, the probabilistic load flow (PLF) of any region cannot be calculated individually but should consider uncertainties introduced in other areas. Accordingly, topologies, loads, and generations every are needed. Although renewable generation data could assumed as publicly known, some regional independent system operators (ISOs) still would not share importa...