The Badgers (2-1) had been rated No. 17 on the coaches' list and No. 20 in the media rankings. Pepperdine (4-1) is receiving votes in each poll after its convincing 75-61 win.
Wisconsin next takes the court at 8:30 p.m. Tuesday, when it hosts Maryland (3-0) at the Kohl Center.