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Yanfei Zhou
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Year
Training uncertainty-aware classifiers with conformalized deep learning
BS Einbinder, Y Romano, M Sesia, Y Zhou
Advances in Neural Information Processing Systems, 2022 35, 22380-22395, 2022
502022
Conformal inference is (almost) free for neural networks trained with early stopping
Z Liang, Y Zhou, M Sesia
International Conference on Machine Learning, 2023, 20810-20851, 2023
152023
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
Y Zhou, L Lindemann, M Sesia
International Conference on Machine Learning, 2024, 2024
42024
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
Y Zhou, M Sesia
Advances in Neural Information Processing Systems, 2024, 2024
2024
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