Manifold-adaptive dimension estimation revisited
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DOI: 10.7717/peerj-cs.790
Abstract: Data dimensionality informs us about data complexity and sets limit on the structure of successful signal processing pipelines. In this work we revisit and improve the manifold adaptive Farahmand-Szepesvári-Audibert (FSA) dimension estimator, making it one… read more here.
Keywords: probability density; estimator; fsa; manifold adaptive ... See more keywords