activity
20142026
most citedQualitative Evaluation of Associations by the Transitivity of the Association Signs

9 citations · 32 across the 16 of their papers we have counts for

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2 papers · 1 filter

stat.ML2022★ 2 cited

Policy Learning with Asymmetric Counterfactual Utilities

Eli Ben-Michael, Kosuke Imai, Zhichao Jiang

Data-driven decision making plays an important role even in high stakes settings like medicine and public policy. Learning optimal policies from observed data requires a careful fo…

stat.ML2021

Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment

Eli Ben-Michael, D. James Greiner, Kosuke Imai +1

Algorithmic recommendations and decisions have become ubiquitous in today's society. Many of these data-driven policies, especially in the realm of public policy, are based on know…