Quadratic polarity and polar Fenchel-Young divergences from the canonical Legendre polarity

Frank Nielsen, Basile Plus-Gourdon, Mahito Sugiyama

Polarity is a fundamental reciprocal duality of $n$-dimensional projective geometry which associates to points polar hyperplanes, and more generally $k$-dimensional convex bodies t…