I have had this problem in the past
and the dermatologist just called them
'infected hair follicles'.
I did notice that using a clarifying cleanser seemed to help... If it matters I think Suave makes a clarifying CONDITIONER (if on the no poo method, still) and their clarifying shampoo is very effective and cheap to boot.