You can invite friends from your device's contacts by tapping on the Circles tab at the bottom of your screen and following the instructions to add your contacts.
Once done, you can invite friends from your contacts by tapping on the "Invite Friends" icon in the top right of the Circles tab. Friends who accepted your invite will be visible in your Friend Leaderboard.