One potential workaround, if you don't have a USB stick or a DVD burner, is to copy the image to a hard drive partition and boot from that (dd if=ubuntu12.10.iso of=/dev/sda5, for instance, if you have an unused partition at /dev/sda5). This limits your partitioning options during setup, of course.