Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic

Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh

Partial information decomposition (PID) seeks to decompose the multivariate mutual information that a set of source variables contains about a target variable into basic pieces, th…