Farnaz Kheiri

Deceptive bias measurement in deep learning: Assessing shortcut reliance in TCGA cancer models

Abstract Bias in machine learning is a persistent challenge because it can create unfair outcomes, limit generalization, and reduce trust in real-world applications. A key source of this problem is shortcut learning, where models exploit signals linked to sensitive attributes, su...