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When Proxy Prediction Becomes Equation Reconstruction: Diagnostics and Residual Learning for Factor-Derived Proxy Supervision
arXiv cs.LG — Machine Learning
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What the source reports
Researchers identify a critical ML failure mode where models reconstruct proxy equations instead of learning robust underlying features.
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