3 citations · 8 across the 6 of their papers we have counts for
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cs.LG2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction
Tom Yan, Shantanu Gupta, Zachary Lipton
Faced with data-driven policies, individuals will manipulate their features to obtain favorable decisions. While earlier works cast these manipulations as undesirable gaming, recen…
cs.LG2023★ 3 cited
Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta, David Childers, Zachary C. Lipton
Even when the causal graph underlying our data is unknown, we can use observational data to narrow down the possible values that an average treatment effect (ATE) can take by (1) i…