Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities

Ankit Pensia, Varun Jog, Po-Ling Loh

We study hypothesis testing under communication constraints, where each sample is quantized before being revealed to a statistician. Without communication constraints, it is well k…