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.
Mike Brey is looking at former Notre Dame players to fill two assistant jobs that have opened up with the departures of Martin Ingelsby and Anthony Solomon.
Purdue's 2016-17 prospects got a jolt Wednesday when forward Caleb Swanigan announced he will return for his sophomore season.
Clemson's Jaron Blossomgame says he is withdrawing from the NBA draft and returning to school for a final season.