Pauline "Polly" Whittier (1876–1946) was an American golfer who competed in the 1900 Summer Olympics in Paris. She was born in Boston, Massachusetts. Whittier won the silver medal in the women's competition. She was a daughter of Col. Charles A. Whittier, and in 1904 she married Ernest Iselin, son of Adrian Iselin Jr.