Harmonic Map Regression: Rate-Optimal Nonparametric Estimation on Manifolds with Topological Recovery

Xiaoyu Chen

We study harmonic map regression, a nonparametric estimator for manifold-valued responses, that penalizes the empirical Fréchet risk by the Dirichlet energy. By connecting penaliz…