Love's double-double was his NBA-best 25th of the season and helped Minnesota snap a three-game road losing streak.
Kevin Martin canned four 3-pointers on his way to 20 points.
Nikola Pekovic also notched a double-double for the Timberwolves with 19 points and 11 rebounds.
The Bucks got 23 points from Khris Middleton but it wasn't enough to prevent an eight loss in nine games.
Celebrity Couples of 2014 [PHOTOS]