Disintegrate successively as
For each history , choose an optimal coupling of and . Sampling these couplings recursively produces a joint law of with . Its conditional -marginal is always and is independent of the past, so . It is therefore a coupling .
Write for the conditional expected cost in the chosen coordinate coupling. The assumed one-coordinate transport-entropy inequality gives
By Jensen inequality and the chain rule for relative entropy,
Taking the infimum over all couplings proves the tensorization of a transport-entropy inequality.
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Tensorization of a transport-entropy inequality Created 2026-09-24 Updated 2026-09-24
If each coordinate law satisfies the same convex transport-entropy inequality, then the product law satisfies the sum-cost version. Sequentially couple conditional coordinates, apply Jensen inequality, and use the chain rule for relative entropy.