Modified log-Sobolev inequalities for strongly log-concave distributions

Mary Cryan, Heng Guo, Giorgos Mousa

We show that the modified log-Sobolev constant for a natural Markov chain which converges to an $r$-homogeneous strongly log-concave distribution is at least $1/r$. Applications in…