An algebraic geometry perspective on conditional independence models.

01 November 2021 → Ongoing
Regional and community funding: Special Research Fund
Research disciplines
  • Natural sciences
    • Algebraic geometry
    • Commutative rings and algebras
Combinatorial Algebraic Geometry Algebraic Statistics Commutative Algebra
Project description

The proposed research is at the interface of statistics and algebraic geometry. I will develop combinatorial, and geometric tools to study various statistical models from an algebraic viewpoint. In particular, I will focus on the study of Conditional Independence Models, Graphical Models, and
Gaussoids. I will use the developed techniques to study related applications in computer vision and rigidity theory.