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cs.LG2026
BLOSSOM: Block-wise Federated Learning Over Shared and Sparse Observed Modalities
Pranav M R, Jayant Chandwani, Ahmed M. Abdelmoniem +1
Multimodal federated learning (FL) is essential for real-world applications such as autonomous systems and healthcare, where data is distributed across heterogeneous clients with v…
cs.LG2025
Benchmarking Mutual Information-based Loss Functions in Federated Learning
Sarang S, Harsh D. Chothani, Qilei Li +2
Federated Learning (FL) has attracted considerable interest due to growing privacy concerns and regulations like the General Data Protection Regulation (GDPR), which stresses the i…