2 papers
cs.LG2023
Learned Causal Method Prediction
Shantanu Gupta, Cheng Zhang, Agrin Hilmkil
For a given causal question, it is important to efficiently decide which causal inference method to use for a given dataset. This is challenging because causal methods typically re…
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…