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cs.IT2018
Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network
Daming Cao, Lin Zhou, Vincent Y. F. Tan
By proving a strong converse, we strengthen the weak converse result by Salehkalaibar, Wigger and Wang (2017) concerning hypothesis testing against independence over a two-hop netw…
cs.IT2018
Second-Order Asymptotically Optimal Statistical Classification
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Motivated by real-world machine learning applications, we analyze approximations to the non-asymptotic fundamental limits of statistical classification. In the binary version of th…