Multivariate Time Series Imputation with Generative Adversarial Networks

Yonghong Luo, Xiangrui Cai, Ying ZHANG, Jun Xu, Yuan xiaojie

Neural Information Processing Systems 

A modified Gate Recurrent Unit is employed in GAN to model the temporal irregularity of the incomplete time series.

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