On Local Intrinsic Dimension Estimation and Its Applications

DOI10.1109/TSP.2009.2031722zbMath1392.94122MaRDI QIDQ4570118

Alfred O. III Hero, Kevin M. Carter, Raviv Raich

Publication date: 9 July 2018

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (9)

Bayesian manifold regression ⋮ Anderson relaxation test for intrinsic dimension selection in model-based clustering ⋮ Optimization of the maximum likelihood estimator for determining the intrinsic dimensionality of high-dimensional data ⋮ Tangent estimation from point samples ⋮ Intrinsic dimension estimation: relevant techniques and a benchmark framework ⋮ Minimax rate of distribution estimation on unknown submanifolds under adversarial losses ⋮ Dimension estimation using weighted correlation dimension method ⋮ Geodesic distances in the intrinsic dimensionality estimation using packing numbers ⋮ Dimension Estimation Using Random Connection Models

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