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Finding Singular Features
We present a method for finding high density, low-dimensional structures in noisy point clouds.
Nonparametric Inference For Density Modes
We derive nonparametric confidence intervals for the eigenvalues of the Hessian at modes of a density estimate.
Nonparametric ridge estimation
Ridge estimation is an extension of mode finding and is useful for understanding the structure of a density.
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