Solving high-dimensional parameter inference: marginal posterior densities & Moment Networks

Niall Jeffrey, Benjamin D. Wandelt

High-dimensional probability density estimation for inference suffers from the "curse of dimensionality". For many physical inference problems, the full posterior distribution is u…