RIFLE: Imputation and Robust Inference from Low Order Marginals

Autor: Baharlouei, Sina, Ogudu, Kelechi, Suen, Sze-chuan, Razaviyayn, Meisam

Publikováno v: Transaction on Machine Learning Research (TMLR), 09/2023

The ubiquity of missing values in real-world datasets poses a challenge for statistical inference and can prevent similar datasets from being analyzed in the same study, precluding many existing datasets from being used for new analyses. While an ext

Externí odkaz: http://arxiv.org/abs/2109.00644

RIFLE: Imputation and Robust Inference from Low Order Marginals.

Autor: Baharlouei S; University of Southern California., Ogudu K; University of Southern California., Suen SC; University of Southern California., Razaviyayn M; University of Southern California.

Publikováno v: Transactions on machine learning research [Transact Mach Learn Res] 2023 Sep; Vol. 2023.