You do have the option to dismiss an ad, but that just means that particular advertisement won't show up again. From Samsung's explanation, it doesn't seem that there's an option to turn off the ads ...
Samsung smart fridge ads are hitting US kitchens, and you can’t turn them off. Here’s why it matters and how to fight back.