You will also need to make sure the job has died completely. Some brands of paint are stable in 2 days. Other brands can take weeks.
If you sand those poor brands too soon, the run will shrink later, after you flattened it, creating a depression in the surface.
Don't let famous brands fool you. From my experience, even some of the best known are not forgiving at all. Talk to someone familiar with them.