2 papers
cs.IT2026
Tighter Information-Theoretic Generalization Bounds via a Novel Class of Change of Measure Inequalities
Yanxiao Liu, Yijun Fan, Deniz Gündüz
Change of measure inequalities translate divergences between probability measures into explicit bounds on event probabilities, and play an important role in deriving probabilistic…
stat.ME2026
A subgroup-aware scoring approach to the study of effect modification in observational studies
Yijun Fan, Dylan S. Small
Effect modification means the size of a treatment effect varies with an observed covariate. Generally speaking, a larger treatment effect with more stable error terms is less sensi…