Hello,
Are you trying to do that through SQL Server Management Studio? If you don`t have that option in the SSMS you can try reading this article I found explaining how to run a Stored Procedure in SQL Azure management portal.
I cannot help you any further because I do not have any experience with Azure.
Hope that helps!