Yeah. They 100% won't grow back, but you'll still be tripping over dead stumps everywhere.
I've just ground down handfuls of stumps with chainsaws, or cut downward at angles then broken the stumps off underground. Yeah, it's gonna dull your blades, but that's one way to do it w/o burning or...