Yes you can! Although we do not recommend it in general (as we encourage you to Provide choice & get more followers), there can be specific cases where it makes sense to do so.
To do that, please go to your feed’s settings page (login, click on the feed name in the left menu, and then on “Settings”), and click on the “Follow options”-tab. You’ll find the option right at the top.