Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series

Zhihao Yu, Xu Chu, Liantao Ma +2

Irregularly sampled time series are ubiquitous, presenting significant challenges for analysis due to missing values. Despite existing methods address imputation, they predominantl…