Bauer was born on 6 January 1870 in Darkehmen, near Königsberg in East Prussia (now Ozyorsk, Kaliningrad Oblast, Russia) as the son of bailiff Gustav Bauer and his wife Henriette (née Groß).
On 2 October 1911, Bauer married Hedwig Moch [REF].