If you don't want to see a certain person's Moments but still wish to remain friends, you can hide them.

From their profile page, tap the "…" button in the top right, then Privacy and switch on Hide His/Her Posts.

You can also block your moments from being seen by certain people while remaining friends. 

From their profile page, tap the "…" button in the top right, then Privacy and switch on Hide My Posts.