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Nakato Brenda Nabirye

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#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Forced Displacement Broader Than Conflict in Uganda: Robustness Under Distribution Shift and Sparse Labels

Forced displacement in Uganda extends well beyond conflict-driven flight, encompassing disaster-induced mobility, climate pressures and economic relocation, yet machine learning systems designed to support displaced populations typically assume stable data distributions and abundant labelled examples. We introduce a fe...

Achola Betty Apiyo, Nakato Brenda Nabirye, Owori Emmanuel Okello · 0 citations

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