Sample-efficient L0-L2 constrained structure learning of sparse Ising models.

Antoine Dedieu Miguel Lázaro-Gredilla Dileep George

Published in: CoRR (2020)

Keyphrases

structure learning
graphical models
parameter estimation
probabilistic model
bayesian networks
parameter learning
conditional independence
markov networks
data mining
pairwise
knowledge representation
worst case
random variables
markov logic networks