Claudia Shi


CS PhD student at Columbia University


Claudia.j.shi AT gmail.com




Claudia Shi


CS PhD student at Columbia University


Contact

Claudia Shi


CS PhD student at Columbia University


Claudia.j.shi AT gmail.com




About


I am a Computer Science Ph.D. student at Columbia University,  advised by David Blei
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