In QB Pro 2014 this was my solution. Selecting the correct Reports Icon is very important. I'm not sure if my dashboard is the same as yours, but I have 2 rows of icons... You MUST select the bottom Reports Icon, not the top one.
I've attached a picture of my screen with steps on how I delete reports from "My Reports".
