Measure estimation on manifolds: an optimal transport approach

Vincent Divol

Assume that we observe i.i.d.~points lying close to some unknown $d$-dimensional ${\mathcal{C}}^k$ submanifold $M$ in a possibly high-dimensional space. We study the problem of recon…