| Adapting neural networks for the estimation of treatment effects C Shi, DM Blei, V Veitch Advances in Neural Information Processing Systems 32, 2019 | 332 | 2019 |
| 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 | 150 | 2023 |
| 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 | 30 | 2024 |
| Invariant representation learning for treatment effect estimation C Shi, V Veitch, D Blei Uncertainty in Artificial Intelligence, 2021 | 28 | 2021 |
| Evaluating the moral beliefs encoded in llms N Scherrer, C Shi, A Feder, D Blei Advances in Neural Information Processing Systems 36, 2024 | 23 | 2024 |
| 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 | 18 | 2022 |
| 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 | 2 | 2024 |
| An invariant learning characterization of controlled text generation C Zheng, C Shi, K Vafa, A Feder, DM Blei arXiv preprint arXiv:2306.00198, 2023 | 2* | 2023 |
| On the Misspecification of Linear Assumptions in Synthetic Controls AOR Nazaret, C Shi, D Blei International Conference on Artificial Intelligence and Statistics, 3790-3798, 2024 | | 2024 |
| High resolution prediction and explanation of groundwater depletion across India M Alkon, Y Wang, MR Harrington, C Shi, R Kennedy, J Urpelainen, ... Environmental Research Letters 19 (4), 044072, 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 |
David BleiProfessor of Statistics and Computer Science, Columbia UniversityBestätigte E-Mail-Adresse bei columbia.edu
