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02/15/2023
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection
This paper considers the use of recently proposed optimal transport-base...
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10/29/2021
Robust and efficient change point detection using novel multivariate rank-energy GoF test
In this paper, we use and further develop upon a recently proposed multi...
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10/29/2021
Learning generative models for valid knockoffs using novel multivariate-rank based statistics
We consider the problem of generating valid knockoffs for knockoff filte...
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03/16/2021