Definition: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
Input: It is well known that conditional indepen­ dence can be used to factorize a joint prob­ ability into a multiplication of conditional probabilities. This paper proposes a con­ structive definition of intercausal indepen­ dence, which can be used to further factorize a conditional probability. An inference algo­ rithm is developed, which makes use of both conditional independence and intercausal in­ dependence to reduce inference complexity in Bayesian networks.

Intercausal Independence and Heterogeneous Factorization