Learning Models from Data with Measurement Error: Tackling Underreporting

Roy Adams, Yuelong Ji, Xiaobin Wang, Suchi Saria

Abstract: Measurement error in observational datasets can lead to systematic bias in inferences based on these datasets. As studies based on observational data are increasingly used to inform decisions with ...