I think repeatedly calling the police is the correct way to handle an AirBnB party house in your neighborhood. I don't want to instead have the unpaid job of monitoring the guests for the absentee owner and be responsible for telling them to chill.

Of course, a long term neighbor it is different. There the police would be a last resort.