 Cheney was born in St. Anthony, Minnesota in 1871.She attended the University of Minnesota and, after graduating in 1892, went on to study at the School of the Museum of Fine Arts, Boston and at Harvard Summer School.While in Boston, she studied design as well as painting and worked with Denman Ross and George Elmer Browne among others.