Musannaf Ibn Abi Shayba 36:512

Ibn Numayr narrated to us, from Hisham ibn Urwah, from his father, that Abu Bakr and Umar did not witness the burial of the Prophet, may Allah bless him and grant him peace. They were with the Ansar, and he was buried before they returned.