The Fenchel-Young inequality is fundamental in Convex Analysis and Optimization.

Recently, Carlier introduced a very nice sharpening of this inequality, providing a lower bound that depends on a positive parameter.

In this talk, we expand Carlier's inequality in three aspects: a duality statement, asymptotic behaviours, and cyclic monotonicity.

Joint work with H. Bauschke, S. Singh