Diffusion models for missing value imputation in tabular data

1 code implementation • 31 Oct 2022 • Shuhan Zheng, Nontawat Charoenphakdee

To our knowledge, less attention has been paid to the investigation of the effectiveness of diffusion models for missing value imputation in tabular data.

Imputation Time Series +1

Kuramoto model based analysis reveals oxytocin effects on brain network dynamics

no code implementations • 18 May 2021 • Shuhan Zheng, Zhichao Liang, Youzhi Qu, Qingyuan Wu, Haiyan Wu, Quanying Liu

Here, we propose a physics-based framework of Kuramoto model to investigate oxytocin effects on the phase dynamic neural coupling in DMN and FPN.