Machine Learning Coffee seminar: "Confident Bayesian Learning of Graphical Models" Mikko Koivisto

2018-01-22 09:15:00 2018-01-22 10:00:00 Europe/Helsinki Machine Learning Coffee seminar: "Confident Bayesian Learning of Graphical Models" Mikko Koivisto Weekly seminars held jointly by Aalto University and the University of Helsinki. http://cs.aalto.fi/en/midcom-permalink-1e7efc0080d1762efc011e7af98bb5efe5dfa9cfa9c Gustaf Hällströmin katu 2B, Helsinki

Weekly seminars held jointly by Aalto University and the University of Helsinki.

22.01.2018 / 09:15 - 10:00
seminar room Exactum D122, Gustaf Hällströmin katu 2B, Helsinki, FI

Helsinki region machine learning researchers will start our week by an exciting machine learning talk. The aim is to gather people from different fields of science with interest in machine learning. Porridge and coffee is served at 9:00 and the talk will begin at 9:15. The venue for this talk is seminar room Exactum D122, Kumpula.

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Confident Bayesian Learning of Graphical Models

Mikko Koivisto
Professor of Computer Science, University of Helsinki

Abstract:

Confident Bayesian learning amounts to computing summaries of a posterior distribution either exactly or with probabilistic accuracy guarantees. I will review the state of the art in confident Bayesian structure learning in graphical models, focusing on the class of Bayesian networks and its subclass of chordal Markov networks.

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See the next talks at the seminar webpage.

Please spread the news and join us for our weekly habit of beginning the week by an interesting machine learning talk!

Welcome!