Stochastic Doubly Robust Gradient

21 Dec 2018Kanghoon LeeJihye ChoiMoonsu ChaJung-Kwon LeeTaeyoon Kim

When training a machine learning model with observational data, it is often encountered that some values are systemically missing. Learning from the incomplete data in which the missingness depends on some covariates may lead to biased estimation of parameters and even harm the fairness of decision outcome... (read more)

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