Hang-Jing Zhang

A State-Dependent Vector Autoregressive Model for Online Forecasting of Time Series on Graphs

In complex networks, online forecasting of multivariate time series is challenging due to the complex nonlinear dynamics of nodes’ signals, the need for computational efficiency with streaming data, and inaccurate prior knowledge of the network topology. In particular, a critical factor in these nonlinear dynamics is t...