Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 208 2 c Solution Created 2026-09-24 Updated 2026-09-25
The chain rule, now separating first, giveswhere the second term denotes the conditional divergence averaged over . Summing over yieldsRepeated use of the chain rule and convexity gives the tensorization lower bound for relative entropyTherefore the preceding sum is at least , which is equivalent to the required inequality.