https://cognaptus.com/tags/non-iid-data/ Recent content in Non-Iid-Data on Cognaptus Hugo -- 0.145.0 en-us Mon, 05 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-05-more-hospitals-different-data-omnimedfl-finds-heterogeneity-before-scale/ Mon, 05 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-05-more-hospitals-different-data-omnimedfl-finds-heterogeneity-before-scale/ OmniMed-FL suggests that data heterogeneity can matter more than client count in multimodal federated learning, while richer image-text models impose substantial systems costs.