Yes there are. Anybody who was speaking honestly, would admit that ugly women exist. Would you be more likely to admit that ugly men exist?

And that's right. People discriminate based on beauty, far more than they do race, gender or anything else (although the preference for white features may be due to racism).

Welcome to the world of evolutionary psychology. Being beautiful improves your life in a myriad of ways, and being ugly is a massive disadvantage.