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20172026
most citedLower Bounds for Learning Distributions under Communication Constraints via Fisher Information

13 citations · 40 across the 16 of their papers we have counts for

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Showing 2021Show all

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cs.IT2021

Over-the-Air Statistical Estimation

Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Ozgur

We study schemes and lower bounds for distributed minimax statistical estimation over a Gaussian multiple-access channel (MAC) under squared error loss, in a framework combining st…

cs.IT2021

Fisher Information and Mutual Information Constraints

Leighton Pate Barnes, Ayfer Ozgur

We consider the processing of statistical samples by a channel , and characterize how the statistical information from the samples for estimating the parameter…