Graphical models form a cornerstone of modern data analysis by providing a visually intuitive framework to represent and reason about the complex interdependencies among variables. In particular ...

Kari Rantanen will defend his doctoral thesis on Optimization Algorithms for Learning Graphical ... developed methods for Bayesian networks. Chordal Markov networks are a central class of undirected ...