According to the caption, they were leaving the William Morris Endeavor (WME) Party in Brentwood.
This is what the Sunset Marquis Hotel looks like:
They were headed to the Chateau Marmont for dinner …
Owner and Founder of StrictlyRobsten.com. Graduated from the University of Texas at Austin with a Bachelor's Degree in Business Administration, concentrated in the fields of Marketing and Film.