Shift of Bias
Although most learning algorithms have a static bias, some algorithms are designed to shift their bias as they acquire more data (Utgoff, 1984). This does not avoid bias, since the bias shifting process itself must have a bias.
Read more about this topic: Inductive Bias
Famous quotes containing the words shift and/or bias:
“Someone had literally run to earth
In an old cellar hole in a byroad
The origin of all the family there.
Thence they were sprung, so numerous a tribe
That now not all the houses left in town
Made shift to shelter them without the help
Of here and there a tent in grove and orchard.”
—Robert Frost (1874–1963)
“The solar system has no anxiety about its reputation, and the credit of truth and honesty is as safe; nor have I any fear that a skeptical bias can be given by leaning hard on the sides of fate, of practical power, or of trade, which the doctrine of Faith cannot down-weigh.”
—Ralph Waldo Emerson (1803–1882)