Lifted Weight Learning of Markov Logic Networks Revisited

Ondrej Kuzelka, Vyacheslav Kungurtsev

We study lifted weight learning of Markov logic networks. We show that there is an algorithm for maximum-likelihood learning of 2-variable Markov logic networks which runs in time…