Claudia Shi


CS PhD student at Columbia University


Claudia.j.shi AT gmail.com



Publications


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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


Invariant Representation Learning for Treatment Effect Estimation


Claudia Shi, Victor Veitch, David Blei


Uncertainty in Artificial Intelligence (Long talk), 2021


Conformal Sensitivity Analysis for Individual Treatment Effects


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


arXiv:2112.03493, 2021


Adapting Neural Networks for the Estimation of Treatment Effects


Claudia Shi, David M. Blei, Victor Veitch


Neural Information Processing Systems, 2019