To stop getting invitations to groups:

1. click "Change settings" under your main profile picture;
2. go to the "Privacy settings" section;
3. select the option that works for you in the "Invite me to groups" line;
4. click "Save".

Note that if your profile is private, it will be re-opened after the new privacy settings have been saved. Sign up for the service again to close your profile.