Upsets have been a common thread at this year’s U.S. Open, with underdogs sending big names such as Roger Federer, Venus Williams, and Caroline Wozniacki home early. Here’s a look at some of this year’s biggest upsets. Pictured, Venus Williams reacts during her loss to Sloane Stevens on September 7. (Mike Segar/Reuters)