Changing your name at this point would be quite complicated and expensive. I would recommend keeping your maiden name until you will be filing for removal of conditions (for permanent green card) in 1.5 years or for naturalization in 3 years (in which case you would not even have to change your foreign passport).
Answered on Oct 04th, 2016 at 7:06 AM