Optimal rates of statistical seriation

Given a matrix, the seriation problem consists in permuting its rows in such way that all its columns have the same shape, for example, they are monotone increasing. We propose a statistical approach to this problem where the matrix of interest is observed with noise and study the corresponding mini...

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Bibliographic Details
Main Authors: Mao, Cheng, Rigollet, Philippe
Other Authors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Language:English
Published: Bernoulli Society for Mathematical Statistics and Probability 2020
Online Access:https://hdl.handle.net/1721.1/126756