The 12-song collection, which was on his website for about a day, featured Ariana Grande, SZA and 21 Savage.
The beauty retailer will close more than 400 stores Wednesday for inclusion workshops as part of its new campaign, "We Belong to Something Beautiful."
"Profiling on the basis of race is not tolerated at Sephora," the company said in a statement.
The duo will not be available to perform their hit song “All the Stars” from Best Picture nominee “Black Panther.”
DJ Khaled, SZA and Tiffany Haddish are among the night's winners.
The "Wild Thoughts" artist received six nominations.
"I’ve never had to deal with anything I really believed in wholeheartedly, or invested in, and went through something that publicly before."