38 citations · 81 across the 19 of their papers we have counts for
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cs.IT2015
On MMSE estimation from quantized observations in the nonasymptotic regime
Jaeho Lee, Maxim Raginsky, Pierre Moulin
This paper studies MMSE estimation on the basis of quantized noisy observations. It presents nonasymptotic bounds on MMSE regret due to quantization for two settings: (1) estimatio…
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…