10 citations · 32 across the 31 of their papers we have counts for
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cs.LG2018
Estimation of Personalized Effects Associated With Causal Pathways
Razieh Nabi, Phyllis Kanki, Ilya Shpitser
The goal of personalized decision making is to map a unit's characteristics to an action tailored to maximize the expected outcome for that unit. Obtaining high-quality mappings of…
cs.LG2018
Learning Optimal Fair Policies
Razieh Nabi, Daniel Malinsky, Ilya Shpitser
Systematic discriminatory biases present in our society influence the way data is collected and stored, the way variables are defined, and the way scientific findings are put into…