I already have no videos on my homepage! Just turn off all the suggested video in your account settings. I only use youtube to watch channels I've subscribed to or videos people send me.
I don't care to waste time letting the machine guide me to "discover" something. There is the thing I need to learn/watch/enjoy _now_, and that's it.