You need to verify the permissions of the
authorized_keys file and the folder / parent folders in which it is located.
chmod 700 ~/.ssh chmod 600 ~/.ssh/authorized_keys
For more information see http://www.openssh.org/faq.html#3.14
You may also need to change/verify the permissions of your home directory to remove write access by others.
chmod go-wrx ~