JAWS: Auditing Predictive Uncertainty Under Covariate Shift

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JAWS: Auditing Predictive Uncertainty Under Covariate Shift

21 July 2022

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Papers citing "JAWS: Auditing Predictive Uncertainty Under Covariate Shift"

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Title
Conformalized Decision Risk Assessment Wenbin Zhou Agni Orfanoudaki Shixiang Zhu OffRL 99 0 0 19 May 2025
Improving the statistical efficiency of cross-conformal prediction Matteo Gasparin Aaditya Ramdas 502 0 0 03 Mar 2025
Robust Conformal Prediction Using Privileged Information Shai Feldman Yaniv Romano OOD 654 3 0 10 Jan 2025
Distribution-Free Predictive Inference under Unknown Temporal Drift Elise Han Chengpiao Huang Kaizheng Wang 99 0 0 10 Jun 2024
Training-Conditional Coverage Bounds under Covariate Shift Mehrdad Pournaderi Yu Xiang 108 3 0 26 May 2024
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) Drew Prinster Samuel Stanton Anqi Liu Suchi Saria 206 11 0 10 May 2024
Conformal Predictive Systems Under Covariate Shift Jef Jonkers Glenn Van Wallendael Luc Duchateau Sofie Van Hoecke 209 6 0 23 Apr 2024
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts H. Bui Anqi Liu OOD BDL UQCV 207 4 0 07 Mar 2024
Distribution-free risk assessment of regression-based machine learning algorithms Sukrita Singh Neeraj Sarna Yuanyuan Li Yang Li Agni Orfanoudaki Michael Berger OOD 73 4 0 05 Oct 2023