How to change account in OneNote 2016

When I launch OneNote 2016 (the desktop app for windows 10) it tries to automatically log me into my work account. But since that isn't associated with a OneNote account, it fails to log me in and displays a dialog saying something like "Could not connect. You can move your your notebooks to the cloud later" and a Close-button.

How do I change my OneNote account? Since I'm never able to actually start the OneNote software, I can't do it from there.

I've checked under Control Panel > Credentials Manager but from what I can tell there's nothing oneNote related in there. I removed my Skydrive account to be sure it wasn't trying to use that one, but it had no effect.

I would be open to uninstalling OneNote if that's the only way. But it seems to be part of the Office package and lacks a separate uninstallation...

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