For example, I registered for "Happy Hour" on Meta Stack Overflow chat; now every week I get a notification about it. I am most of time unable to follow it and want to de-register from getting these notifications. I cannot seem to find a way to do that.
Use the cancel your registration button on the event page; the notification should be linking you to it.
For example, on the Happy Hour event page: