The President's administration has since interceded to help end the 30-year-old rapper's imprisonment in Stockholm, Sweden.
After A$AP Rocky was arrested earlier this month, Kanye, 42, urged Kim, 38, to talk with the President's son-in-law Jared Kushner to take action, according to reports.
Kim recently met with Jared at the White House last month where she discussed the passage of the First Step Act.
The "Praise The Lord" rapper was arrested in Sweden on July 2 after getting into a street fight on June 30.
He filmed the incident on Instagram and the clip showed two men following him and his entourage.
A$AP Rocky was arrested soon after for suspicion of assault. Three other members from his crew were also arrested.
The Harlem native has been held in pre-detention in Stockholm, awaiting trial since earlier this month.