That issettoaconstant see [22, Appendix MAUVE-Lattice.

We achieve that by modeling the volume density as a function of the geometry. This is in contrast to previous work modeling the geometry as a function of the volume density.

While theoretically appealing, MIevaluation poses asignificant computational burden for most real world applications. As a result, many algorithms utilize MI bounds as proxies that lack regret-style guarantees. Here, we utilize two-sided bounds to provide such guarantees.