Learning bipartite Bayesian networks under monotonicity restrictions

Martin Plajner, Jirí Vomlel

Abstract: Learning parameters of a probabilistic model is a necessary step in machine learning tasks. We present a method to improve learning from small datasets by using monotonicity conditions. Monotonicit...