If you favored one of the candidates going into a contest over the other, this is an example of when you were biased.
If you convinced the judges to lean towards the candidate of your choice by offering them a bribe, this is an example of when you biased the judges.
She biased them against him for no apparent reason.
The newspaper gave a biased account of the incident.
Gave a biased account of the trial.