199 citations · 208 across the 10 of their papers we have counts for
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cs.IT2015★ 1 cited
Information-theoretic lower bounds for distributed function computation
Aolin Xu, Maxim Raginsky
We derive information-theoretic converses (i.e., lower bounds) for the minimum time required by any algorithm for distributed function computation over a network of point-to-point…
cs.IT2015★ 3 cited
Converses for distributed estimation via strong data processing inequalities
Aolin Xu, Maxim Raginsky
We consider the problem of distributed estimation, where local processors observe independent samples conditioned on a common random parameter of interest, map the observations to…