Well, it might be possible, but you'll probably get more springiness in the treads, which could cause them to rub against the stringers when you step on them, resulting in creaks. The stringers on old stairs often have some sort of cut-out for supporting the risers, and it might look quite unsightly if you remove the risers. So, no, I wouldn't do that anyway.
How old is the house?