Compressed Maximum Likelihood

Yi Hao, Alon Orlitsky

Abstract: Maximum likelihood (ML) is one of the most fundamental and general statistical estimation techniques. Inspired by recent advances in estimating distribution functionals, we propose $\textit{compres...