Capturing and Interpreting Unique Information

Praveen Venkatesh, Keerthana Gurushankar, Gabriel Schamberg

Partial information decompositions (PIDs), which quantify information interactions between three or more variables in terms of uniqueness, redundancy and synergy, are gaining tract…