8 citations · 13 across the 5 of their papers we have counts for
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cs.LG2022★ 2 cited
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data
Zongyu Dai, Zhiqi Bu, Qi Long
Missing data are ubiquitous in real world applications and, if not adequately handled, may lead to the loss of information and biased findings in downstream analysis. Particularly,…
stat.ME2022
Integrative Learning of Structured High-Dimensional Data from Multiple Datasets
Changgee Chang, Zongyu Dai, Jihwan Oh +1
Integrative learning of multiple datasets has the potential to mitigate the challenge of small and large that is often encountered in analysis of big biomedical data such a…