Hi Brent,
Yes, stropping the convex side would restore that side of the edge. I haven't yet felt a need to do that, although I've collected plenty of stuff to do it with (mouse pad, Lee Valley sandpaper & honing compound, leather strop, etc). I confess, stropping is an activity to which I just haven't dedicated the time needed to become proficient at it.
Cliff Stamp's idea of using slack sanding belts to sharpen convex edges (or the convex side of a Busse) has me thinking about some ways to construct a jig/fixture to hold the belt.
Sharpening For Dummies It will probably be based around some hinged hunks of 2x4, dowel chunks to hold the belt, and a bungee cord tuned to produce the right amount of "give" in the sanding belt looped around the dowels.
If I ding a Busse edge badly, I'll use a ceramic stick or steel to forcefully "push" the displaced INFI back into place as much as possible (credit to Papathud Andre DuMochel for that tip) before hitting it with a stropping motion on a ceramic stick to sharpen it.
In extremis, I'll just reconfigure the edge to flat grinds on both sides with the EdgePro. I find that the Busse knives are still fine cutting/chopping blades in that new config due to INFI's very tough nature.
-- Greg --