Structure learning for CTBN's via penalized maximum likelihood methods

Maryia Shpak, Błażej Miasojedow, Wojciech Rejchel

The continuous-time Bayesian networks (CTBNs) represent a class of stochastic processes, which can be used to model complex phenomena, for instance, they can describe interactions…