Thanks for the response, John. You were correct, I was using ubuntu-18.04.2-live-server-amd64.iso. Installing ubuntu-18.04.2-server-amd64.iso worked without a problem. Why didn't the live ISO work? I know the live ISO allows you to run Ubuntu without actually installing, but I wouldn't expect it to be so different to the point that it wouldn't even be able to install.