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Johan Segers: Modelling multivariate extreme value distributions via Markov trees
Graphical Models in Heavy-tailed Markets by Jose Vinicius de M. Cardoso
Miguel de Carvalho - An Extreme Value Bayesian Lasso for the Conditional Bulk and Tail
Extreme value theory (QRM Chapter 5)
Probabilistic graphical models | Dileep George and Lex Fridman
Graphical Models Explained | Structured Reasoning in Deep Learning (Chapter 16)
EVS Session 4 Examples
Graphical models for extremes by Engelke & Hitz
Extreme Value Theory| Applications in Finance
Stanislav Volgushev: Structure learning for Extremal Graphic Models
17 Probabilistic Graphical Models and Bayesian Networks
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Last Updated: August 23, 2026
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