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Local intrinsic dimension estimation

Task of estimating the local dimensionality of the data manifold.

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TitleStatusHype
LIDL: Local Intrinsic Dimension Estimation Using Approximate LikelihoodCode1
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods—0
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion ModelsCode0
Uniform Convergence Rates for Kernel Density Estimation—0
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