Row was the daughter of Raghavendra Row and Pandita Kshama Row, a Sanskrit poet. She was educated in India, England and France. In 1943 she married Harishwar Dayal, an Indian civil servant who later became the Indian Ambassador to the United States and Nepal. He died in May 1964 while on a trip to the Khumbu area of Mount Everest.