Institute of Information Theory and Automation

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Conditional independence structures: methods of polyhedral geometry

Agency: 
GACR
Identification Code: 
19-04579S
Start: 
2019-03-01
End: 
2021-12-31
Project Focus: 
teoretický
Project Type (EU): 
other
Abstract: 
The aim of the project is to apply the methods of polyhedral geometry to solve mathematical problems with motivation in statistics and artificial intelligence. The goals concern several areas: statistical learning graphical models of conditional independence structure, theory for application of graphical models, supermodular functions, secret sharing schemes, theory of cooperative games and imprecise probabilities

Key words:

conditional-independence-structures; statistical-learning-graphical models; cooperative-game-
theory; supermodular-functions; polymatroids

Goals:

Solve open questions related to statistical learning graphical models, to the theory of
cooperative games and to the applications of polymatroids. Deepen the theory for application of
graphical models of conditional independence structure

Collaborators:

  • Doc. Laszlo Pal Csirmaz, PhD
Publications ÚTIA: 
list
2019-02-28 08:11