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

Z Liang, M Sesia, W Sun - arXiv preprint arXiv:2208.11111, 2022 - arxiv.org
This paper develops novel conformal methods to test whether a new observation was
sampled from the same distribution as a reference set. Blending inductive and transductive …
被引用次数：22 相关文章

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

Z Liang, M Sesia, W Sun - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
This paper develops novel conformal methods to test whether a new observation was
sampled from the same distribution as a reference set. Blending inductive and transductive …

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

Z Liang, M Sesia, W Sun - CoRR, 2022 - openreview.net
This paper develops novel conformal methods to test whether a new observation was
sampled from the same distribution as a reference set. Blending inductive and transductive …