Distributed testing against independence with multiple terminals

@article{Zhao2014DistributedTA,
  title={Distributed testing against independence with multiple terminals},
  author={Wenwen Zhao and Lifeng Lai},
  journal={2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton)},
  year={2014},
  pages={1246-1251}
}
Motivated by distributed learning with Big Data sets problems, we study a distributed testing against independence problem with multiple terminals. We connect the problem at hand to a source coding with multiple helpers problem, which is open in general. We fully characterize the rate region of the source coding with multiple helpers problem under a certain Markovian condition. Using this rate region characterization, we obtain a single-letter characterization of the optimal error exponent for… CONTINUE READING
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