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A Rigorous, Tractable Measure of Model Complexity

stat.ML · 2026-05-20 · unverdicted · novelty 5.0

A gradient-similarity complexity measure that generalizes polynomial degree, kernel length scale, neighbor count, tree splits, and forest size while offering insights into double descent.

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  • A Rigorous, Tractable Measure of Model Complexity stat.ML · 2026-05-20 · unverdicted · none · ref 10

    A gradient-similarity complexity measure that generalizes polynomial degree, kernel length scale, neighbor count, tree splits, and forest size while offering insights into double descent.