| Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction M Cauchois*, S Gupta*, JC Duchi The Journal of Machine Learning Research 22 (1), 3681-3722, 2021 | 65 | 2021 |
| Robust validation: Confident predictions even when distributions shift M Cauchois*, S Gupta*, A Ali, JC Duchi Journal of the American Statistical Association, 1-66, 2024 | 58 | 2024 |
| Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction M Cauchois*, S Gupta*, J Duchi arXiv preprint arXiv:2004.10181, 2020 | 22* | 2020 |
| Predictive Inference with Weak Supervision M Cauchois*, S Gupta*, A Ali, J Duchi arxiv preprint arXiv:2201.08315, 2022 | 13 | 2022 |
| The s-value: evaluating stability with respect to distributional shifts S Gupta, D Rothenhäusler Advances in Neural Information Processing Systems 36, 2024 | 11 | 2024 |
| Predictive Inference in Multi-environment Scenarios JC Duchi*, S Gupta*, K Jiang*, P Sur* arXiv preprint arXiv:2403.16336, 2024 | | 2024 |
| Reliability and stability in statistical and machine learning problems S Gupta Stanford University, 2022 | | 2022 |
John DuchiAssociate Professor of Statistics and Electrical Engineering, Stanford UniversityVerified email at stanford.edu
