Learning Chordal Markov Networks via Branch and Bound.

Kari Rantanen Antti Hyttinen Matti Järvisalo

Published in: NIPS (2017)

Keyphrases

branch and bound
markov networks
lower bound
structured prediction
search algorithm
learning algorithm
background knowledge
upper bound
supervised learning
graphical models
search space
combinatorial optimization
expert systems
column generation
machine learning
hidden variables
optimal solution