David B. Blumenthal

SEP 9, 2026 · PREPRINT

Are You Learning Biological Signal or Shortcuts? Auditing and Mitigating Bias in Protein-Protein Interaction Datasets

arXiv

A methodological audit and tool development study identifying and proposing mitigation strategies for biases in PPI datasets; important for ML validation but lacks empirical validation of the proposed pipeline's effectiveness on downstream prediction tasks.