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cs.LG2025
Random Client Selection on Contrastive Federated Learning for Tabular Data
Achmad Ginanjar, Xue Li, Priyanka Singh +1
Vertical Federated Learning (VFL) has revolutionised collaborative machine learning by enabling privacy-preserving model training across multiple parties. However, it remains vulne…
cs.LG2024★ 1 cited
Contrastive Federated Learning with Tabular Data Silos
Achmad Ginanjar, Xue Li, Wen Hua +1
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 prop…