Claudia Shi


CS PhD student at Columbia University


Claudia.j.shi AT gmail.com



Publications


On the Misspecification of Linear Assumptions in Synthetic Control


Achille Nazaret, Claudia Shi, David M. Blei


arXiv:2302.12777, 2023


On the Assumptions of Synthetic Control Methods


Claudia Shi, Dhanya Sridhar, Vishal Misra, David M. Blei


International Conference on Artificial Intelligence and Statistics (Oral), 2022


Conformal Sensitivity Analysis for Individual Treatment Effects


Mingzhang Yin, Claudia Shi, Yixin Wang, David M Blei


Journal of the American Statistical Association, 2022


Invariant Representation Learning for Treatment Effect Estimation


Claudia Shi, Victor Veitch, David M. Blei


Uncertainty in Artificial Intelligence (Long talk), 2021


Adapting Neural Networks for the Estimation of Treatment Effects


Claudia Shi, David M. Blei, Victor Veitch


Neural Information Processing Systems, 2019

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