SDE-Attention: Latent Attention in SDE-RNNs for Irregularly Sampled Time Series with Missing Data

Yuting Fang, Qouc Le Gia, Flora Salim

Irregularly sampled time series with substantial missing observations are common in healthcare and sensor networks. We introduce SDE-Attention, a family of SDE-RNNs equipped with c…