Lateiner is a surname. Notable people with the surname include:
Joseph Lateiner (1853–1935), Yiddish language playwright Jacob Lateiner (1928–2010), Cuban-American pianist Isidor Lateiner (1930–2005), Cuban-American violinist Sarah Lateiner, American technical educator