Numair Sani

According to our database, Numair Sani authored at least 9 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Tightening Bounds on Probabilities of Causation By Merging Datasets.

Numair Sani, Atalanti-Anastasia Mastakouri

CoRR, 2023

Bounding probabilities of causation through the causal marginal problem.

Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing

CoRR, 2023

2021

Robustness in Deep Learning for Computer Vision: Mind the gap?

Nathan Drenkow, Numair Sani, Ilya Shpitser, Mathias Unberath

CoRR, 2021

Multiply Robust Causal Mediation Analysis with Continuous Treatments.

AmirEmad Ghassami, Numair Sani, Yizhen Xu, Ilya Shpitser

CoRR, 2021

2020

A Semiparametric Approach to Interpretable Machine Learning.

Numair Sani, Jaron J. R. Lee, Razieh Nabi, Ilya Shpitser

CoRR, 2020

Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning.

Numair Sani, Daniel Malinsky, Ilya Shpitser

CoRR, 2020

Identification and Estimation of Causal Effects Defined by Shift Interventions.

Numair Sani, Jaron J. R. Lee, Ilya Shpitser

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2016

Understanding Illicit Drug Use Behaviors by Mining Social Media.

Yiheng Zhou, Numair Sani, Chia-Kuei Lee, Jiebo Luo

CoRR, 2016

Fine-grained mining of illicit drug use patterns using social multimedia data from instagram.

Yiheng Zhou, Numair Sani, Jiebo Luo

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016