Differentiable TAN Structure Learning for Bayesian Network Classifiers.

Wolfgang Roth Franz Pernkopf

Published in: CoRR (2020)

Keyphrases

bayesian network classifiers
structure learning
bayesian networks
graphical models
conditional independence

transfer learning
parameter learning
loss function
parameter estimation
network structure

random variables
sample size
approximate inference
markov networks
continuous variables

information extraction
probabilistic model
discriminative learning
active learning