I have this issue too, but I don’t think it can be a server / timezone issue since it doesn’t affect all date fields.
I’m having to resort to using ‘text-line’ fields instead, which is a shame.
I’m running WordPress 4.4.1 – let me know if you’d like any other details about the setup.