Source : Webster's Revised Unabridged Dictionary (1913)

Classicist \Clas"si*cist\, n.
   One learned in the classics; an advocate for the classics.

Source : WordNet®

classicist
     n 1: an artistic person who adheres to classicism [ant: {romanticist}]
     2: a student of ancient Greek and Latin [syn: {classical
        scholar}]