The incident happened around 5 p.m. November 25 at the Collette Boutique on Madison Avenue.
Authorities say two men and one woman worked together to steal a mink wrap jacket.
No injuries were reported in the robbery.
Anyone with information in regards to this incident is asked to call Crime stoppers at 1-800-577-TIPS (8477).