Claudia Shi

CS PhD student at Columbia University


Claudia.j.shi AT gmail.com



Publications


An Invariant Learning Characterization of Controlled Text Generation


Carolina Zheng*, Claudia Shi*, Keyon Vafa, Amir Feder, David Blei (*equal contribution)

ACL 2023


Evaluating the Moral Beliefs Encoded in LLMs


Nino Scherrer*, Claudia Shi*, Amir Feder, David Blei (*equal contribution)

https://arxiv.org/abs/2307.14324


Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback


Stephen Casper, Xander Davies, Claudia Shi, Thomas Krendl Gilbert, Jeremy Scheurer, Javier Rando, Rachel Freedman, Tomasz Korbak, David Lindner, Pedro Freire, others

https://arxiv.org/abs/2307.15217


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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