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Rex Features
In an interview on The View, West revealed that he is a big fan of the 'The Fame' singer.
"She's talented and so incredible that she's not an opening act," he said.
"We're doing it together, with no opening act."
The 'Heartless' artist previously reworked GaGa's 'Poker Face' to produce the song 'I Make Her Say' with Kid Cudi.
No dates have yet been announced, however a representative for West said that more information will be "coming soon".
Last week, the rapper labelled himself the "Michael Jordan" of rap.
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