How do I upgrade, downgrade, or cancel a premium subscription?

Go to your account settings and navigate to the subscriptions section. You can then modify any of your ongoing subscriptions.

If you purchased a subscription via the iOS app, then you would manage your subscriptions via iTunes directly.