ENTITY
Intrinsic dimension
Intrinsic dimension
PulseAugur coverage of Intrinsic dimension — every cluster mentioning Intrinsic dimension across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New research challenges standard neural scaling exponent derivation
A new research paper proposes an alternative to the standard geometric derivation of neural scaling exponents, which typically relies on the intrinsic dimension of a data manifold. The authors demonstrate that for modul…
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New 'Representation Gap' metric explains neural network generalization
Researchers have introduced a new metric called the Representation Gap to better understand and predict the generalization error of neural networks. This metric, related to asymptotic dynamics, is governed by the task's…