Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models.

Antoine Dedieu Miguel Lázaro-Gredilla Dileep George

Published in: AAAI (2021)

Keyphrases

structure learning
graphical models
bayesian networks
parameter estimation
markov logic networks
parameter learning
decision trees
probabilistic model
markov random field
maximum likelihood
sample size
partition function