Hope one of them helps.ĬAVEAT: The method here might be considered a 'hack' and could change if Google change their underlying embed functionality.
Got two answers here, one that gets rid of the info box and one that might answer getting the correct place in the info box. I've tried it for other addresses as well. I noticed a pattern in another site's embed that only had the 'View larger map' text and none of the extra stuff. This stopped working around February 2017.