On Mixing Times of Metropolized Algorithm With Optimization Step (MAO) : A New Framework

EL Mahdi Khribch, George Deligiannidis, Daniel Paulin

In this paper, we consider sampling from a class of distributions with thin tails supported on ${\mathbb{R}}^d$ and make two primary contributions. First, we propose a new Metropoliz…