Late-night host Jimmy Kimmel, wife Molly McNearney and daughter Jane headed to the Four Seasons inBora Bora this weekend to help the couple celebrate their nuptials.
Kimmel, 47, and McNearney joined Jason Bateman on the trip.
Bateman, 46, also brought his family along on the trip.
Jennifer Aniston and Justin Theroux Are Married!
Aniston, 46, and Theroux, 44 – who wed in a top-secret ceremony Wednesday – headed to the honeymoon out of Los Angeles, flying on a private plane, and invited along some friends to keep the party going, a source previously told PEOPLE.
Barbara Kraft / Four Seasons
Of course, this isn't the first time the couple has celebrated in Bora Bora: In 2014 they celebrated both Theroux's birthday and their two-year engagement anniversary on the Tahitian island.
Theroux's birthday was also the cover story for this week's ceremony, a source previously told PEOPLE.
"Jen and Justin wanted to surprise guests and guests were certainly surprised."