Markov Backbone
k
-Tree
Learning Higher Order Relations Upon Markov Chains from Sequential Data
Graph of tree width
k
and
k
-trees
Markov
k
-tree and optiamlity
Efficeint learning algorithms
Reference:
Ding et al, Efficient Learning of Optimal Markov Network Topology with k-Tree Modeling
, 2018.