's weights define an exponential family.

Bis repetita placent: the two proofs of equivalence are different and rely on specific properties of the corresponding losses, so whether these can be unified and generalized inevitably comes to mind. This is our first contribution: we show how they can be fit into the same theory for the equivalence between example and rado losses.

These techniques are often very effective in practice and benefit from favorable margin-based learning guarantees (Schapire et al.,

Our contributions can be concluded as follows: 1. We provide a convergence result (Theorem 3.3) of factorized A

We use this now common parlance expression on purpose, to avoid confusion with the other "generative"