Numair Sani

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Multimedia Data Mining

Top Venues

Publications

Numair Sani, Atalanti-Anastasia Mastakouri
Tightening Bounds on Probabilities of Causation By Merging Datasets. CoRR (2023)
Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing
Bounding probabilities of causation through the causal marginal problem. CoRR (2023)
Nathan Drenkow, Numair Sani, Ilya Shpitser, Mathias Unberath
Robustness in Deep Learning for Computer Vision: Mind the gap? CoRR (2021)
AmirEmad Ghassami, Numair Sani, Yizhen Xu, Ilya Shpitser
Multiply Robust Causal Mediation Analysis with Continuous Treatments. CoRR (2021)
Numair Sani, Jaron J. R. Lee, Ilya Shpitser
Identification and Estimation of Causal Effects Defined by Shift Interventions. UAI (2020)
Numair Sani, Jaron J. R. Lee, Razieh Nabi, Ilya Shpitser
A Semiparametric Approach to Interpretable Machine Learning. CoRR (2020)
Numair Sani, Daniel Malinsky, Ilya Shpitser
Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning. CoRR (2020)
Yiheng Zhou, Numair Sani, Chia-Kuei Lee, Jiebo Luo
Understanding Illicit Drug Use Behaviors by Mining Social Media. CoRR (2016)
Yiheng Zhou, Numair Sani, Jiebo Luo
Fine-grained Mining of Illicit Drug Use Patterns Using Social Multimedia Data from Instagram. CoRR (2016)
Yiheng Zhou, Numair Sani, Jiebo Luo
Fine-grained mining of illicit drug use patterns using social multimedia data from instagram. IEEE BigData (2016)