Estimation of Models with Limited Data by Leveraging Shared Structure

Maryann Rui, Thibaut Horel, Munther Dahleh

Modern data sets, such as those in healthcare and e-commerce, are often derived from many individuals or systems but have insufficient data from each source alone to separately est…