To remove leads, go to the right side of your campaign statistics and click the "Remove" button. After you click the delete button, you will be asked to confirm that you want to remove the item. It will be those leads from the campaign when you confirm the action.

You'll be redirected to a Lead page where you be able to Remove leads.