Showing stat.MEShow all
2 papers · 1 filter
stat.ME2024
Learning Joint and Individual Structure in Network Data with Covariates
Carson James, Dongbang Yuan, Irina Gaynanova +1
Datasets consisting of a network and covariates associated with its vertices have become ubiquitous. One problem pertaining to this type of data is to identify information unique t…
stat.ME2021
Double-matched matrix decomposition for multi-view data
Dongbang Yuan, Irina Gaynanova
We consider the problem of extracting joint and individual signals from multi-view data, that is data collected from different sources on matched samples. While existing methods fo…