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    Machine learning foundations· 2018

    On the Spectral Bias of Neural Networks

    Nasim Rahaman (first author) · 2018 · published 2019

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    arXiv 1806.08734OpenAlex W2897097528

    On the reading lists

    Why it matters

    Explained frequency bias in neural network learning.

    Condensed from the expert lists' notes.

    The record

    First released
    2018 (from arXiv 1806.08734)
    Published
    2019
    Citations
    2,853 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    the grok list only
    Also relevant to
    Deep learning
    Score
    0.298 · computed rank 611 · consensus 0.08, must-read 0, citations percentile 0.784 (2010s · foundations), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.