Graph-Guided Network for Irregularly Sampled Multivariate Time Series

2 code implementations • ICLR 2022 • Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis, Marinka Zitnik

Here, we introduce RAINDROP, a graph neural network that embeds irregularly sampled and multivariate time series while also learning the dynamics of sensors purely from observational data.

Time Series Time Series Analysis