Density Estimation on Compact Manifolds under Intrinsic Spectral Block Variation

Olga Klopp, Fedor Noskov

We introduce an intrinsic spectral sparsity model for nonparametric density estimation on compact connected Riemannian manifolds. Instead of penalizing coefficients in an arbitrari…