Keeping greed good: sparse regression under design uncertainty with application to biomass characterization

David J. Biagioni, Ryan Elmore, Wesley Jones

In this paper, we consider the classic measurement error regression scenario in which our independent, or design, variables are observed with several sources of additive noise. We…