2 papers
stat.ME2026
Adaptive Off-Policy Inference for M-Estimators Under Model Misspecification
James Leiner, Robin Dunn, Aaditya Ramdas
When data are collected adaptively, such as in bandit algorithms, classical statistical approaches such as ordinary least squares and -estimation will often fail to achieve asym…
stat.ME2025
Scalable Causal Structure Learning via Amortized Conditional Independence Testing
James Leiner, Brian Manzo, Aaditya Ramdas +1
Controlling false positives (Type I errors) through statistical hypothesis testing is a foundation of modern scientific data analysis. Existing causal structure discovery algorithm…