3 citations · 4 across the 8 of their papers we have counts for
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cs.LG2023
Missing Data Imputation Based on Dynamically Adaptable Structural Equation Modeling with Self-Attention
Ou Deng, Qun Jin
Addressing missing data in complex datasets including electronic health records (EHR) is critical for ensuring accurate analysis and decision-making in healthcare. This paper propo…
cs.IT2023
System Information Decomposition
Aobo Lyu, Bing Yuan, Ou Deng +2
To characterize the complex higher-order interactions among variables within a system, this study introduces a novel framework, termed System Information Decomposition (SID), aimed…