Pei, Jiaming

Contrastive Federated Learning with Tabular Data Silos

2024 · arXiv (Cornell University)

Learning from vertical partitioned data silos is challenging due to the segmented nature of data, sample misalignment, and strict privacy concerns. Federated learning has been proposed as a solution. However, sample misalignment across silos often …