That's a great question! At this time our Event Campaigns do not offer the ability to remove strictly the time zone from your registration or landing page. This time zone is pulled from your Event Basics section. The option to not show when your event is taking place will also remove the month and date.
I apologize for any inconvenience caused from not having this feature and have tracked this feature request in your account.