Gaussian Graphical Models

Lagrangian Flow Networks for Conservation Laws
We introduce Lagrangian Flow Networks (LFlows) for modeling fluid densities and velocities such that the continuity equation is satisfied by construction.
Fabricio Arend Torres, Marcello Negri, Marco Inversi, Jonathan Aellen, Volker Roth
Lagrangian Flow Networks for Conservation Laws
Conditional Matrix Flows for Gaussian Graphical Models
We propose a general variational inference framework for Gaussian Graphical Models through matrix-variate Normalizing Flows
Marcello Negri, Fabricio Arend Torres, Volker Roth
Conditional Matrix Flows for Gaussian Graphical Models