2019
Communication-Constrained Inference and the Role of Shared Randomness
ICML 2019oral
A central server needs to perform statistical inference based on samples that are distributed over multiple users who can each send a message of limited length to the center. We study problems of distribution learning and identity testing in this distributed inference setting and examine the role of…