Multivariate Time Series Data Imputation via Distributionally Robust Regularization

Che-Yi Liao, Zheng Dong, Gian-Gabriel Garcia +1

Multivariate time series imputation is often compromised by mismatch between the observed and true data distributions, a bias induced by the combined effects of time-series non-sta…