Sorcerer's Stone is particularly annoying i agree. Not like philosophers' stone is an existing mythos highly relevant to the story or anything.
Another that bugged me was Northern Lights -> The Golden Compass. Apparently NL was too abstract for American audiences?
Oh and Harlequin -> The Archer's Tale.