The Collaborative International Dictionary
Unbias
Unbias \Un*bi"as\, v. t. [1st pref. un- + bias.]
To free from bias or prejudice.
--Swift.
Douglas Harper's Etymology Dictionary
Wiktionary
unbias
vb. (context transitive English) To free from bias or prejudice.