Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. - Afsaneh Mastouri; Yuchen Zhu; Limor Gultchin; Anna Korba; Ricardo Silva 001; Matt J. Kusner; Arthur Gretton; Krikamol Muandet (ICML, 2021)

Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects. - Julius von Kügelgen; Nikita Agarwal; Jakob Zeitler; Afsaneh Mastouri; Bernhard Schölkopf (CoRR, 2021)

Bounding causal effects with leaky instruments. - David S. Watson; Jordan Penn; Lee M. Gunderson; Gecia Bravo Hermsdorff; Afsaneh Mastouri; Ricardo Silva 001 (UAI, 2024)