The reunited twosome take a break from motorcycling through Malibu. Plus: Gwen & Zuma, Rihanna, Jake Gyllenhaal and more

MR. & MRS.

Settling into married life, newlyweds Josh Duhamel and Fergie step out to West Hollywood's Chateau Marmont Wednesday for the Vanity Fair & Krug Dinner hosted by R&B singer Keyshia Cole.