Sharp Analysis of Expectation-Maximization for Weakly Identifiable Models

Raaz Dwivedi, Nhat Ho, Koulik Khamaru +3

We study a class of weakly identifiable location-scale mixture models for which the maximum likelihood estimates based on $n$ i.i.d. samples are known to have lower accuracy than t…