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cs.IT2021
Some Remarks on Bayesian Multiple Hypothesis Testing
Hüseyin Afşer
We consider Bayesian multiple hypothesis problem with independent and identically distributed observations. The classical, Sanov's theorem-based, analysis of the error probability…
cs.IT2021★ 11 cited
Statistical Classification via Robust Hypothesis Testing: Non-Asymptotic and Simple Bounds
Hüseyin Afşer
We consider Bayesian multiple statistical classification problem in the case where the unknown source distributions are estimated from the labeled training sequences, then the esti…
cs.IT2021★ 2 cited
Statistical Classification via Robust Hypothesis Testing
Hüseyin Afşer
In this letter, we consider multiple statistical classification problem where a sequence of n independent and identically distributed observations, that are generated by one of M d…