83 citations · 93 across the 3 of their papers we have counts for
3 papers
cs.AI2021★ 8 cited
Nested Counterfactual Identification from Arbitrary Surrogate Experiments
Juan D Correa, Sanghack Lee, Elias Bareinboim
The Ladder of Causation describes three qualitatively different types of activities an agent may be interested in engaging in, namely, seeing (observational), doing (interventional…
cs.LG2019★ 2 cited
Towards Robust Relational Causal Discovery
Sanghack Lee, Vasant Honavar
We consider the problem of learning causal relationships from relational data. Existing approaches rely on queries to a relational conditional independence (RCI) oracle to establis…
cs.LG2019★ 83 cited
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality
Aria Khademi, Sanghack Lee, David Foley +1
As virtually all aspects of our lives are increasingly impacted by algorithmic decision making systems, it is incumbent upon us as a society to ensure such systems do not become in…