Claudia Shi
CS PhD student at Columbia University
Claudia Shi
CS PhD student at Columbia University
Claudia.j.shi AT gmail.com
About
I am broadly interested in machine learning and causal inference.
I like collaborations. Please reach out if you have an interesting problem!
Publications
On the Assumptions of Synthetic Control Methods
Claudia Shi, Dhanya Sridhar, Vishal Misra, David M. Blei
arXiv preprint arXiv:2112.05671, 2021
Conformal Sensitivity Analysis for Individual Treatment Effects
Mingzhang Yin, Claudia Shi, Yixin Wang, David M Blei
arXiv preprint arXiv:2112.03493, 2021
Invariant Representation Learning for Treatment Effect Estimation
Claudia Shi, Victor Veitch, David Blei
Uncertainty in Artificial Intelligence, 2021 Jun 27
Adapting Neural Networks for the Estimation of Treatment Effects
Claudia Shi, David M. Blei, Victor Veitch
Neural Information Processing Systems, 2019 1, pp. 2503-2513