easy way to clean them is baby wipes or make-up face cleaners.
Put them in a old pillowcase to prevent damage and put them in the washing machine with detergent and diluted bleach. Don't wash any dark items for a couple of washes after, just in case bleach that may still be in the machine. You don't want to damage your darks.