In my experience, fungicides are better for used preventing fungal outbreaks than they are for 'curing' them. You may want to remove affected leaves if possible. Acquiring good airflow through the canopy and reducing humidity will help reduce mildew.
That said, I wonder if anyone else knows of a way to treat affected leaf surfaces.