Up in the menu bar (Profile/Settings... Shop... Forum... Friends...), click on Settings.
Then, on the settings page, in the links running down the left of the page, click on "Edit Options".
Then, down at the bottom, in the "Miscellaneous Options" there's radio buttons to disable the Column, Header, and Sidebar ads.