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Optimal Transport Bounds for Latent Density Smoothing on MTW($K>0$) Manifolds

Lee, Wonjun et al.
arXiv (All) · Papers
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numerical-analysis
Smoothing an empirical distribution can fill gaps between observations, but noise added in the surrounding space also moves probability mass away from the manifold supporting the data. We study this tradeoff through Wasserstein error bounds for intrinsic heat smoothing, ambient Gaussian smoothing, a
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