Следене
Suyash Gupta
Suyash Gupta
Потвърден имейл адрес: stanford.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
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
1112021
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
942024
Predictive inference with weak supervision
M Cauchois*, S Gupta*, A Ali, JC Duchi
Journal of Machine Learning Research 25 (118), 1-45, 2024
192024
The s-value: evaluating stability with respect to distributional shifts
S Gupta, D Rothenhäusler
Advances in Neural Information Processing Systems 36, 2024
182024
Predictive Inference in Multi-environment Scenarios
JC Duchi*, S Gupta*, K Jiang*, P Sur*
arXiv preprint arXiv:2403.16336, 2024
32024
Reliability and stability in statistical and machine learning problems
S Gupta
Stanford University, 2022
12022
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Статии 1–6