A married couple, friends, have the same problem.  The wife is far better dancer than the husband.  The husband has been taking private lessons from a professional lady teacher for the last year or so.  Now once week they take a lesson together from the same teacher and he continues to take lessons alone.  So far it works fine.  He enjoys it and progressing well.