You can swipe down and see some but they don't pop up on the lock screen and snapchat app block doesn't show the little notification number of how many are unread although other apps like messenger do.
Set a lock password (either a code, pattern, password) and it'll ask you if you want to see notifications on the lock screen. Let me know if that works for you.