Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data

Di Chai, Leye Wang, Junxue Zhang +4

With the enactment of privacy-preserving regulations, e.g., GDPR, federated SVD is proposed to enable SVD-based applications over different data sources without revealing the origi…