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Achilles Byaruhanga Mwesigwa

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#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Creative Clusters Districts in Uganda: Robustness Under Distribution Shift and Sparse Labels

Federated learning offers a promising paradigm for training machine learning models across distributed creative industry clusters without centralising sensitive cultural or commercial data. However, its deployment in Ugandan creative districts confronts two interrelated statistical challenges: distribution shift across...

Achilles Byaruhanga Mwesigwa, Doreen Atuhaire Twinomujuni, Muzamiru Ssebuufu Kiggundu · 0 citations
#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Creative Clusters Districts in Uganda: Robustness Under Distribution Shift and Sparse Labels

Federated learning offers a promising paradigm for training machine learning models across distributed creative industry clusters without centralising sensitive cultural or commercial data. However, its deployment in Ugandan creative districts confronts two interrelated statistical challenges: distribution shift across...

Achilles Byaruhanga Mwesigwa, Doreen Atuhaire Twinomujuni, Muzamiru Ssebuufu Kiggundu · 0 citations

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