The Great Danes (12-3) have won nine of their past 10 games.
Albany shot 45.5 percent from the field (20 of 44) to the Retrievers' 34.5 percent (19 of 55), and the Great Danes made 20 of 25 free throws to UMBC's 5 of 9. Albany won the rebounding battle 33-24.
The Great Danes led 30-24 at the break, but Albany's Peter Hooley and Black made four free throws each around Sam Rowley's jumper for a 43-28 advantage. After Roseboro knocked down a jumper, Black and Hooley made two foul shots each to lead 47-30 with 11 minutes remaining.
Colorado State graduate transfer John Gillon has chosen Syracuse, giving the Orange a potential starter at point guard entering the 2016-17 season.
DeSean Murray, who averaged 20.2 points as a sophomore at Presbyterian, will transfer to Auburn to play for coach Bruce Pearl.
Former Kentucky guard Ed Davender, the only Wildcat with at least 1,500 points and 400 assists, has died. He was 49.