Optimal Rate-Exponent Region for a Class of Hypothesis Testing Against Conditional Independence Problems

04/04/2019

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by   Abdellatif Zaidi, et al.

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We study a class of distributed hypothesis testing against conditional independence problems. Under the criterion that stipulates minimization of the Type II error rate subject to a (constant) upper bound ϵ on the Type I error rate, we characterize the set of encoding rates and exponent for both discrete memoryless and memoryless vector Gaussian settings.