Qingshi Sun

Mixed-Feature Logistic Regression Robust to Distribution Shifts

Logistic regression models are widely used in the social and behavioral sciences and in high-stakes domains, due to their simplicity and interpretability properties. At the same time, such domains are permeated by distribution shifts, where the distribution generating the data changes between traini…