Construct · 1 fields · 1 citations

PAC learning: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Computational learning theory

a framework in which a learner must, with high probability, find a hypothesis with low error using polynomial resources.

In computational learning theory, PAC learning refers to a framework in which a learner must, with high probability, find a hypothesis with low error using polynomial resources. This meaning comes from Valiant (1984) in Communications of the ACM.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how PAC learning sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

learning6 fields · 14 citationsjingle · one name, six constructs error4 fields · 8 citationsjingle · one word, four constructs hypothesis2 fields · 2 citationsjingle · one word, two constructs

References

Valiant, L. G. (1984). A theory of the learnable. Communications of the ACM, 27(11), 1134-1142. https://doi.org/10.1145/1968.1972

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct