Learning Selectively Conditioned Forest Structures with Applications to DBNs and Classification

Brian D. Ziebart, Anind K. Dey, J Andrew Bagnell

Dealing with uncertainty in Bayesian Network structures using maximum a posteriori (MAP) estimation or Bayesian Model Averaging (BMA) is often intractable due to the superexponenti…