AUEB STATS SEMINARS 16-20/4/2018: A short Course on GRAPHICAL MODELS by Prof. Helene Massam
Fri 16 Mar 2018 - 12:54
Facebook event: https://www.facebook.com/events/2013639165542646/
Free Registration: https://goo.gl/forms/WBfrf92k7FHVBO3v2 [~20 positions - deadline 30/3/2018]
AUEB STATISTICS SEMINAR SERIES APRIL 2018
SHORT COURSE
Helene Massam
Professor, Department of Mathematics and Statistics
York University, Canada
A short Course on GRAPHICAL MODELS
- Lecture 1 [Monday 16 April 2018 12.00-15.00] Introduction and Basic Notions.
- Lecture 2 [Tuesday 17 April 2018 9.00-12.00] Graphical Gaussian models.
- Lecture 3 [Wednesday 18 April 2018 9.00-12.00] Discrete graphical and hierarchical models.
- Lecture 4 [Thursday 19 April 2018 9.00-12.00] Model selection and learning for graphical Gaussian models.
- Lecture 5 [Friday 20 April 2018 9.00-12.00] Model selection and learning for discrete graphical models.
All lectures will be placed in Room 802, 8th floor of the Postgraduate Building of Athens University of Economics and Business (Evelpidon & Lefkados).
• The course is financed by the M.Sc. in Statistics of Athens University of Economics and Business.
• A limited number of positions (~20) will be available for other participants (outside the Full time program of the M.Sc. of Statistics) with preference given to Ph.D. students and M.Sc. Students and graduates (with this order).
• Free Registration is available for a limited number until 30/3/2018 or earlier if the positions are covered at https://goo.gl/forms/WBfrf92k7FHVBO3v2
• Your position will be secured only after official notification by the Postgraduate office of Statistics of AUEB.
• Certificate of attendance will be provided (electronically) to all participants attending at least 4 out of 5 lectures.
Detailed Structure of the Course
- Lecture 1: Introduction and Basic notions
- (a) graph theory,
- (b) conditional independence and Markov properties
- (c) exponential families
- (d) Elementary examples of graphical models.
References
• Graphical models by Steffen Lauritzen, Oxford Science publications, 1996.
• Probabilistic graphical models by Kohler and Friedman, Springer, 2009.
These references and the ones listed below are only for guidance. All lectures will be based on my lecture notes.
Re: AUEB STATS SEMINARS 16-20/4/2018: A short Course on GRAPHICAL MODELS by Prof. Helene Massam
Mon 26 Mar 2018 - 10:23
Σας ενημερώνω ότι ήδη έχουμε δεχτεί διπλάσιο αριθμό αιτήσεων από αυτό που μπορούμε να φιλοξενήσουμε. Όσοι ήδη έχετε κάνει αίτηση, θα λάβετε μήνυμα αποδοχής ή όχι μέχρι τις 5/4/2018.
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