Martin J. "Matt" Winn (June 30, 1861 – October 6, 1949) was a prominent personality in American thoroughbred horse racing history and president of Churchill Downs racetrack, home to the Kentucky Derby race that he made famous. In 2017, he was inducted into the National Museum of Racing and Hall of Fame as a Pillar of the Turf.