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)
“Go, throng each other’s drawing-rooms,
Ye idols of a petty clique:
Strut your brief hour in borrowed plumes,
And make your penny-trumpets squeak:
Deck your dull talk with pilfered shreds
Of learning from a noble time,
And oil each other’s little heads
With mutual Flattery’s golden slime.”
—Lewis Carroll [Charles Lutwidge Dodgson] (1832–1898)