Seminar Details
2015-03-31 (14.00) : Bayesian networks, Information-theoretic networks and Probabilistic logic
At Euler building (A002)
Organized by Mathematical Engineering
Speaker :
Patrick Meyer (ULg)
Abstract :
In this talk, causality concepts that are used in Bayesian networks inference will be connected to information-theoretic network inference algorithms used in Systems Biology. The latter approaches have a good trade-off accuracy-computational complexity. However, a promising improvement, centered around a statistical version of the logical implication, will be introduced in the last part of this talk.