I'd use a third-party RSS-parsing library. Four are presently listed in the RSS category on the Android Arsenal.
If not, if the RSS file is likely to be large, I would use SAX and not complain. If you are sure that the RSS file will be small, the DOM parser will give you an API that is more in line with what you are seeking, but it tends to be slower and more memory-intensive.