I feel its not that bad an abuse of notation as kinda consistent with other areas of mathematics -

A coset, quotients r + I, affine subspaces v + W, etc. Not literal sets but comparing some representative with a class label, and the `=, +` is defined not just on the actual objects but on some other structure used to make some comparison too.