930 citations · 1.6k across the 17 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
econ.EM2020
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation
Carlos Fernández-Loría, Foster Provost, Jesse Anderton +2
This study presents a systematic comparison of methods for individual treatment assignment, a general problem that arises in many applications and has received significant attentio…
cs.LG2020★ 54 cited
Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach
Carlos Fernández-Loría, Foster Provost, Xintian Han
We examine counterfactual explanations for explaining the decisions made by model-based AI systems. The counterfactual approach we consider defines an explanation as a set of the s…