Construct · 1 fields · 1 citations

centered kernel alignment: 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.

Machine learning

an index of similarity between two networks' representations that is invariant to rotation and isotropic scaling.

In machine learning, centered kernel alignment refers to an index of similarity between two networks' representations that is invariant to rotation and isotropic scaling. This meaning comes from Kornblith (2019) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how centered kernel alignment 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

alignment6 fields · 12 citationsjingle · one name, six constructs index5 fields · 11 citationsjingle · one word, five constructs kernel4 fields · 5 citationsjingle · one word, four constructs

References

Kornblith, S., Norouzi, M., Lee, H., & Hinton, G. (2019). Similarity of Neural Network Representations Revisited. arXiv. https://doi.org/10.48550/arxiv.1905.00414

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