Preprint Open access
Redundancy and synergy in multivariate Gaussians via the Blackwell order
The goal of the partial information decomposition (PID) is to quantify the redundant and synergistic information that multiple sources provide about a target. PID has many applications in machine learning, neuroscience, and other fields, but defining and computing it for high-dimensional continuous systems remains chal …