Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models

Michael T. Wojnowicz, Kaitlin Gili, Preetish Rath +7

We seek a computationally efficient model for a collection of time series arising from multiple interacting entities (a.k.a. "agents"). Recent models of temporal patterns across in…