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ENTITY Dimension-Free Scaling Laws for Size Generalization: An Exponential Separation

Dimension-Free Scaling Laws for Size Generalization: An Exponential Separation

PulseAugur coverage of Dimension-Free Scaling Laws for Size Generalization: An Exponential Separation — every cluster mentioning Dimension-Free Scaling Laws for Size Generalization: An Exponential Separation across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_301104 ·

    New theory reveals exponential cost of size generalization in ML

    Researchers have developed a new statistical learning theory to understand size generalization in machine learning models. This theory establishes a sharp exponential separation in sample complexity, showing that while …