As brick-and-mortar retailers flounder amid weak earnings, the "Fast Money" traders found some hidden value in the sector.

Department stores suffered in a rocky week of revenue reports, with a fund that tracks the industry falling almost 5 percent for the week. Nordstrom, Kohl's and Macy's all saw shares slide.