Learning Temporal Dependence from Time-Series Data with Latent Variables

Hossein Hosseini, Sreeram Kannan, Baosen Zhang +1

We consider the setting where a collection of time series, modeled as random processes, evolve in a causal manner, and one is interested in learning the graph governing the relatio…