Can we discipline late worker by cutting her pay?

Q. One of our hourly employees ($15 per hour) arrives late way too often. We’d like her to get here on time so we’re considering cutting her hourly rate when she arrives late. For example, if she arrives an hour late, we would not pay her for the hour and cut her pay to minimum wage for the rest of the day. Can we do that?