Walter Atherton (1863–1945) was an architect and draftsman born in Stoughton, Massachusetts, United States. A Harvard alumni, he also studied at the Massachusetts Institute of Technology in Cambridge and at the École nationale supérieure des Beaux-Arts in Paris for two years. He designed many schools, other public buildings and homes in New England, New York and New Jersey.