Minimax rates for conditional distribution estimation on manifolds are established, with matching upper bounds from a hybrid wavelet and manifold estimator.
The proof of Lemma 7 is provided in Appendix E.1
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Minimax Optimal Rates for Regression on Manifolds and Distributions
Minimax rates for conditional distribution estimation on manifolds are established, with matching upper bounds from a hybrid wavelet and manifold estimator.