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We present a novel distributed probabilistic bisection algorithm using social learning with application to target localization.
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“Bisection Search with Noisy Responses,”
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“Collaborative 20 Questions for Target Localization,”
T. Tsiligkaridis, B. M. Sadler, and A. O. Hero III, · 2014
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“Social Learning and Distributed Hypothesis Testing,”
A. Lalitha, T. Javidi, and A. Sarwate, · 2014
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“Nonasymptotic Convergence Rates for Cooperative Learning over Time-Varying Directed Graphs,”
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T. Tsiligkaridis, B. M. Sadler, and A. O. Hero III, · 2015
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“Probabilistic Group Testing Under Sum Observations: A Parallelizable 2-Approximation for Entropy Loss,”
W. Han, P. Rajan, P. I. Frazier, and B. M. Jedynak, · 2016
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“Asynchronous Decentralized Algorithms for the Noisy 20 Questions Problem,”
T. Tsiligkaridis, · 2016
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