R\"ais\"anen, Santeri

Learning non-parametric Markov networks with mutual information

2017 · arXiv (Cornell University)

We propose a method for learning Markov network structures for continuous data without invoking any assumptions about the distribution of the variables. The method makes use of previous work on a non-parametric estimator for mutual …