Dimension-free log-Sobolev inequalities for mixture distributions

Hong-Bin Chen, Sinho Chewi, Jonathan Niles-Weed

We prove that if ${(P_x)}_{x\in \mathcal{X}}$ is a family of probability measures which satisfy the log-Sobolev inequality and whose pairwise chi-squared divergences are uniformly b…