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Claudia Shi
Claudia Shi
PhD Student, Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
Adapting neural networks for the estimation of treatment effects
C Shi, DM Blei, V Veitch
Advances in Neural Information Processing Systems 32, 2019
3202019
Open problems and fundamental limitations of reinforcement learning from human feedback
S Casper, X Davies, C Shi, TK Gilbert, J Scheurer, J Rando, R Freedman, ...
arXiv preprint arXiv:2307.15217, 2023
1372023
Conformal sensitivity analysis for individual treatment effects
M Yin, C Shi, Y Wang, DM Blei
Journal of the American Statistical Association 119 (545), 122-135, 2024
302024
Invariant representation learning for treatment effect estimation
C Shi, V Veitch, D Blei
Uncertainty in Artificial Intelligence, 2021
272021
Evaluating the moral beliefs encoded in llms
N Scherrer, C Shi, A Feder, D Blei
Advances in Neural Information Processing Systems 36, 2024
192024
On the assumptions of synthetic control methods
C Shi, D Sridhar, V Misra, D Blei
International Conference on Artificial Intelligence and Statistics, 7163-7175, 2022
182022
Causal-structure Driven Augmentations for Text OOD Generalization
A Feder, Y Wald, C Shi, S Saria, D Blei
Advances in Neural Information Processing Systems 36, 2024
22024
An invariant learning characterization of controlled text generation
C Zheng, C Shi, K Vafa, A Feder, DM Blei
arXiv preprint arXiv:2306.00198, 2023
12023
High resolution prediction and explanation of groundwater depletion across India
M Alkon, Y Wang, M Harrington, C Shi, R Kennedy, J Urpelainen, J Kopas, ...
Environmental Research Letters, 2024
2024
Data Augmentations for Improved (Large) Language Model Generalization
A Feder, Y Wald, C Shi, S Saria, D Blei
Thirty-seventh Conference on Neural Information Processing Systems, 2023
2023
On the Misspecification of Linear Assumptions in Synthetic Control
A Nazaret, C Shi, DM Blei
arXiv preprint arXiv:2302.12777, 2023
2023
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Articles 1–11