2 problems

Consider Gaussian and Poisson mixture models with a bounded parameter space $\Theta$, and let the NPMLE denote the nonparametric maximum likelihood estimator of the mixing distribu…

Consider deterministic strongly convex optimization, where an algorithm is called universal if it achieves the relevant near-optimal convergence rates without prior knowledge of pr…