Spread Divergence

Mingtian Zhang, Peter Hayes, Tom Bird +2

For distributions $\mathbb{P}$ and $\mathbb{Q}$ with different supports or undefined densities, the divergence $\text{D}(\mathbb{P}||\mathbb{Q})$ may not exist. We define a Sprea…