Minimax Rates for Conditional Density Estimation via Empirical Entropy

Blair Bilodeau, Dylan J. Foster, Daniel M. Roy

We consider the task of estimating a conditional density using i.i.d. samples from a joint distribution, which is a fundamental problem with applications in both classification and…