A chunk of foam works really well. I like those pick Wedgie things, too, since you can stick a couple extra picks in them.
Mandolin players often stick little rubber grommets between the strings, which look cool. That works really well for between the tailpiece and bridge, as you can adjust where they sit for maximum damping.