Don’t know about on the app, but have you tried changing it in your settings on the website?

Yes, go to your settings by clicking on your username at the top right and hitting settings. Scroll down and click on subscribed here:

Though I’ve found this setting doesn’t work 100% of the time, seems a bit buggy.