I will present a modified log-Sobolev inequality for r-homogeneous strongly log-concave distributions. As a consequence, we obtain an asymptotically optimal mixing time bound for the bases-exchange chain, and a concentration result for such distributions.
The proof is simple and elementary. No functional analysis is involved.
Joint work with Mary Cryan and Giorgos Mousa.