Construct · 1 fields · 1 citations

saddle point problem: 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

the view that in high-dimensional non-convex training, saddle points rather than poor local minima are the main obstacle slowing optimization.

In machine learning, saddle point problem refers to the view that in high-dimensional non-convex training, saddle points rather than poor local minima are the main obstacle slowing optimization. This meaning comes from Dauphin (2014) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how saddle point problem 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 saddle1 fields · 1 citationsanchor · a standalone construct training3 fields · 5 citationsjingle · one word, three constructs

References

Dauphin, Y., Pascanu, R., Gulcehre, C., Cho, K., Ganguli, S., & Bengio, Y. (2014). Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. arXiv. https://doi.org/10.48550/arxiv.1406.2572

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