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 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