cs.AI, cs.LG

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

arXiv:2411.04696v5 Announce Type: replace-cross
Abstract: Learning correlations from data forms the foundation of today’s machine learning (ML) and artificial intelligence research. While contemporary methods enable the automatic discovery of complex …