When the Universe is Too Big: Bounding Consideration Probabilities for Plackett-Luce Rankings

Ben Aoki-Sherwood, Catherine Bregou, David Liben-Nowell +2

The widely used Plackett-Luce ranking model assumes that individuals rank items by making repeated choices from a universe of items. But in many cases the universe is too big for p…