You can, just hide the tags that you don't want to see. "Ignored Tags", top right on the home page.
I have to explicitly limit myself to specific tags I'm interested in, and even then, I can't mute the idiot posts. I'll check if downvoting a question does this. But that's not always appropriate -- there are fair questions that just don't pique my interest.