Inductive Bias - Shift of Bias

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.

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Famous quotes containing the words shift and/or bias:

    I will use the world and sift it,
    To a thousand humors shift it,
    As you spin a cherry.
    Ralph Waldo Emerson (1803–1882)

    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)