The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter

Samuel J. Bell, Skyler Wang

Learning correlations from data forms the foundation of today's machine learning (ML) and artificial intelligence research. While contemporary methods enable the automatic discover…