Alert button
Picture for Ziyi Liang

Ziyi Liang

Alert button

Conformal inference is (almost) free for neural networks trained with early stopping

Jan 27, 2023
Ziyi Liang, Yanfei Zhou, Matteo Sesia

Figure 1 for Conformal inference is (almost) free for neural networks trained with early stopping
Figure 2 for Conformal inference is (almost) free for neural networks trained with early stopping
Figure 3 for Conformal inference is (almost) free for neural networks trained with early stopping
Figure 4 for Conformal inference is (almost) free for neural networks trained with early stopping
Viaarxiv icon

Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers

Aug 23, 2022
Ziyi Liang, Matteo Sesia, Wenguang Sun

Figure 1 for Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Figure 2 for Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Figure 3 for Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Figure 4 for Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Viaarxiv icon

Locally Adaptive Transfer Learning Algorithms for Large-Scale Multiple Testing

Mar 25, 2022
Ziyi Liang, T. Tony Cai, Wenguang Sun, Yin Xia

Figure 1 for Locally Adaptive Transfer Learning Algorithms for Large-Scale Multiple Testing
Figure 2 for Locally Adaptive Transfer Learning Algorithms for Large-Scale Multiple Testing
Figure 3 for Locally Adaptive Transfer Learning Algorithms for Large-Scale Multiple Testing
Figure 4 for Locally Adaptive Transfer Learning Algorithms for Large-Scale Multiple Testing
Viaarxiv icon