Flow-based Attribution in Graphical Models: A Recursive Shapley Approach

                  Raghav Singal 1 George Michailidis 1 2 Hoiyi Ng 1

             Abstract                For instance, as we illustrate in §6, our framework can be
   We study the attribution problem in a graphical       used to understand whether sensitive attributes exert an “un-
   model, wherein the objective is to quantify how       fair” influence on the output (e.g. school admission or credit
   the effect of chang ...