Go to their wall (main page, whatever it's called) and above the message box to send them a message (this is different than on forums) there are three dots. When you click on the three dots the word "block" comes up and click on that and follow the steps. They'll ask why.
Forgive me, I've shown it using your main page, I tried to use mine but (LOL) evidently I can't block myself.