Maximum Likelihood Estimation for Learning Populations of Parameters

Ramya Korlakai Vinayak, Weihao Kong, Gregory Valiant +1

Consider a setting with $N$ independent individuals, each with an unknown parameter, $p_i\in [0,1]$ drawn from some unknown distribution $P^{\star }$. After observing the outcomes o…