Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series

Xingyu Chen, Xiaochen Zheng, Amina Mollaysa +3

Irregular multivariate time series data is characterized by varying time intervals between consecutive observations of measured variables/signals (i.e., features) and varying sampl…