Manifold Hypothesis: Conditional Certificates and Consistent Intrinsic Dimension Estimation

U Jin Choi, U jin Choi

We study what noisy data can justify before a manifold and its intrinsic dimension are assumed. For repeated observations with independent isotropic Gaussian errors of unknown vari…