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cs.LG2021★ 2 cited
RIFLE: Imputation and Robust Inference from Low Order Marginals
Sina Baharlouei, Kelechi Ogudu, Sze-chuan Suen +1
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…
cs.LG2021
Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling
Kai Wang, Bryan Wilder, Sze-chuan Suen +2
There is significant interest in learning and optimizing a complex system composed of multiple sub-components, where these components may be agents or autonomous sensors. Among the…