Fine-grained mining of illicit drug use patterns using social multimedia data from instagram. - Yiheng Zhou; Numair Sani; Jiebo Luo 001 (IEEE BigData, 2016)

Understanding Illicit Drug Use Behaviors by Mining Social Media. - Yiheng Zhou; Numair Sani; Chia-Kuei Lee; Jiebo Luo 001 (CoRR, 2016)

Identification and Estimation of Causal Effects Defined by Shift Interventions. - Numair Sani; Jaron J. R. Lee; Ilya Shpitser (UAI, 2020)

A Semiparametric Approach to Interpretable Machine Learning. - Numair Sani; Jaron J. R. Lee; Razieh Nabi; Ilya Shpitser (CoRR, 2020)

Multiply Robust Causal Mediation Analysis with Continuous Treatments. - AmirEmad Ghassami; Numair Sani; Yizhen Xu; Ilya Shpitser (CoRR, 2021)

Robustness in Deep Learning for Computer Vision: Mind the gap? - Nathan Drenkow; Numair Sani; Ilya Shpitser; Mathias Unberath (CoRR, 2021)

Bounding probabilities of causation through the causal marginal problem. - Numair Sani; Atalanti-Anastasia Mastakouri; Dominik Janzing (CoRR, 2023)

Tightening Bounds on Probabilities of Causation By Merging Datasets. - Numair Sani; Atalanti-Anastasia Mastakouri (CoRR, 2023)

Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning. - Numair Sani; Daniel Malinsky; Ilya Shpitser (Trans. Mach. Learn. Res., 2025)