Approximate independence of permutation mixtures

Yanjun Han, Jonathan Niles-Weed

We prove bounds on statistical distances between high-dimensional exchangeable mixture distributions (which we call \emph{permutation mixtures}) and their i.i.d. counterparts. Our…