A multi-chart adversarial generative estimator is proven to achieve the minimax-optimal convergence rate for all Hölder Integral Probability Metrics simultaneously, on unknown manifolds of arbitrary topology.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.ST 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Generative model for optimal density estimation on unknown manifold
A multi-chart adversarial generative estimator is proven to achieve the minimax-optimal convergence rate for all Hölder Integral Probability Metrics simultaneously, on unknown manifolds of arbitrary topology.