Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification

Junfeng Wen, Chun-Nam Yu, Russell Greiner. Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 631-639, JMLR.org, 2014. [doi]

Abstract

Abstract is missing.