Yes, you may be able to deduct a portion of the amount as a charitable contribution. 

Donors who purchase items at a charity auction may claim a charitable contribution deduction for the excess of the purchase price paid for an item over its fair market value.  The donor must be able to show, however, that he or she knew that the value of the item was less than the amount paid. 

See the screenshot below for the complete IRS article.