Extracting Unique Information Through Markov Relations

Keerthana Gurushankar, Praveen Venkatesh, Pulkit Grover

We propose two new measures for extracting the unique information in $X$ and not $Y$ about a message $M$, when $X,Y$ and $M$ are joint random variables with a given joint distribu…