Claudia Shi

CS PhD student at Columbia University

Claudia.j.shi AT


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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