The couple started dating in 2010 and married last year. Anderson is due to give birth to their first child in two months.
"It is with great sadness that my marriage to Sam Poueu is ending," she told UsMagazine.com Wednesday. "Thank you in advance for respecting our privacy during this difficult time."
No reason was given for the split.
Swim Week Miami Beach 2014 [PHOTOS]