The announcement was made by the university, which said it had approved Summers' request to be dismissed from his position as a teacher and head of a faculty.
The extent of Summers' contacts with Epstein emerged when documents from the Epstein investigation were released.
He will leave his post immediately.
Summers was Treasury Secretary under Bill Clinton, held a senior position under Barack Obama, and was previously president of Harvard University.
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