Semi-supervised Learning - Assumptions Used in Semi-supervised Learning

Assumptions Used in Semi-supervised Learning

In order to make any use of unlabeled data, we must assume some structure to the underlying distribution of data. Semi-supervised learning algorithms make use of at least one of the following assumptions.

Read more about this topic:  Semi-supervised Learning

Famous quotes containing the words assumptions and/or learning:

    All of the assumptions once made about a parent’s role have been undercut by the specialists. The psychiatric specialists, the psychological specialists, the educational specialists, all have mystified child development. They have fostered the idea that understanding children and promoting their intellectual well-being is too complex for mothers and requires the intervention of experts.
    Elaine Heffner (20th century)

    Paul, thou art beside thyself; much learning doth make thee mad.
    Bible: New Testament Acts, 26:24.

    Said by Festus, the Roman Procurator.