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Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria
Sara Sterlie, Nina Weng, Aasa Feragen
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis Using Slice Discovery Methods
Vincent Olesen, Nina Weng, Aasa Feragen, Eike Petersen
Shortcut learning in medical image segmentation
Manxi Lin, Nina Weng, Kamil Mikolaj, Zahra Bashir, Morten B. S. Svendsen, Martin G. Tolsgaard, Anders N. Christensen, Aasa Feragen
Fast diffusion-based counterfactuals for shortcut removal and generation
Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Bigdeli
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen