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Conference and Workshop Papers
- 2020
[c2]Numair Sani, Jaron J. R. Lee, Ilya Shpitser:
Identification and Estimation of Causal Effects Defined by Shift Interventions. UAI 2020: 949-958- 2016
- [c1]Yiheng Zhou, Numair Sani, Jiebo Luo
:
Fine-grained mining of illicit drug use patterns using social multimedia data from instagram. IEEE BigData 2016: 1921-1930
Informal and Other Publications
- 2023
- [i8]Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing:
Bounding probabilities of causation through the causal marginal problem. CoRR abs/2304.02023 (2023) - [i7]Numair Sani, Atalanti-Anastasia Mastakouri:
Tightening Bounds on Probabilities of Causation By Merging Datasets. CoRR abs/2310.08406 (2023) - 2021
- [i6]AmirEmad Ghassami, Numair Sani, Yizhen Xu, Ilya Shpitser:
Multiply Robust Causal Mediation Analysis with Continuous Treatments. CoRR abs/2105.09254 (2021) - [i5]Nathan Drenkow, Numair Sani, Ilya Shpitser, Mathias Unberath:
Robustness in Deep Learning for Computer Vision: Mind the gap? CoRR abs/2112.00639 (2021) - 2020
- [i4]Numair Sani, Daniel Malinsky, Ilya Shpitser:
Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning. CoRR abs/2006.02482 (2020) - [i3]Numair Sani, Jaron J. R. Lee, Razieh Nabi, Ilya Shpitser:
A Semiparametric Approach to Interpretable Machine Learning. CoRR abs/2006.04732 (2020) - 2016
- [i2]Yiheng Zhou, Numair Sani, Chia-Kuei Lee, Jiebo Luo:
Understanding Illicit Drug Use Behaviors by Mining Social Media. CoRR abs/1604.07096 (2016) - [i1]Yiheng Zhou, Numair Sani, Jiebo Luo:
Fine-grained Mining of Illicit Drug Use Patterns Using Social Multimedia Data from Instagram. CoRR abs/1611.08351 (2016)
Coauthor Index
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