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04/20/2023
Minimum Φ-distance estimators for finite mixing measures
Finite mixture models have long been used across a variety of fields in ...
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01/23/2022
Asymptotics for Outlier Hypothesis Testing
We revisit the outlier hypothesis testing framework of Li et al. (TIT 20...
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01/12/2021
A unified framework for correlation mining in ultra-high dimension
An important problem in large scale inference is the identification of v...
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09/08/2020
Second-Order Asymptotically Optimal Universal Outlying Sequence Detection with Reject Option
Motivated by practical machine learning applications, we revisit the out...
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04/12/2020