Gabriel Schamberg

Partial Information Decomposition via Deficiency for Multivariate Gaussians

2022 · 2022 IEEE International Symposium on Information Theory (ISIT)

Bivariate partial information decompositions (PIDs) characterize how the information in a "message" random variable is decomposed between two "constituent" random variables in terms of unique, redundant and synergistic information components. These components are a function …