You can cover with either lilac concealer or a light reflecting concealer. It's easier to apply if you use your finger. Just dab a little bit on (the tiniest bit, you can always add more but taking it off when you apply too much will drag your skin) and then either dab foundation on top or dust some powder on top.
I'm not sure how you can get rid of them though.