Concentration inequalities of MLE and robust MLE

Xiaowei Yang, Xinqiao Liu, Haoyu Wei

The Maximum Likelihood Estimator (MLE) serves an important role in statistics and machine learning. In this article, for i.i.d. variables, we obtain constant-specified and sharp co…