Loe signed a minor league contract with the White Sox on Thursday, Scott Merkin of MLB.com reports.
Loe had trouble finding a team due in part to poor performance in recent years, but also due to a 50-game suspension he received in January. The contract does not include an invitation to major league spring training, which means the tall right-hander will likely begin the 2016 campaign in the minor leagues.