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eess.SP2026
Exponentially Consistent Low-Complexity Outlier Hypothesis Testing for Continuous Sequences
Lina Zhu, Lin Zhou
In this work, we revisit outlier hypothesis testing and propose exponentially consistent, low-complexity fixed-length tests that achieve a better tradeoff between detection perform…
eess.SP2024
Exponentially Consistent Outlier Hypothesis Testing for Continuous Sequences
Lina Zhu, Lin Zhou
In outlier hypothesis testing, one aims to detect outlying sequences among a given set of sequences, where most sequences are generated i.i.d. from a nominal distribution while out…