Can I use rubber bumper pads to prop open a door?
Sounds more like a case for a doorstop -- either wedge style, or flip-down, or (what's becoming my personal favorite) magnetic -- to hold the door open rather than arguing with the latch. And that would leave you with the option of closing the door if you ever have houseguests or other reasons to do so.