Solution Path of Time-varying Markov Random Fields with Discrete Regularization

Salar Fattahi, Andres Gomez

We study the problem of inferring sparse time-varying Markov random fields (MRFs) with different discrete and temporal regularizations on the parameters. Due to the intractability…