GitLab CI doesn't send e-mails

I’m getting e-mails from GitLab, but GitLab CI won’t send me e-mails. I’ve set the following options for a project:

Active: yes
Recipients: (none)
Add pusher to recipients list: yes
Notify only broken builds: no (for testing)

What can I do to receive e-mails from GitLab CI?