curse of dimensionality
curse of dimensionality noun: a problem in the analysis of multidimensional systems caused by the sparse nature of the available data.
Noun
curse of dimensionality
- A problem in the analysis of multidimensional systems caused by the sparse nature of the available data.
- The curse of dimensionality is that vectors will get exponentially farther and farther away from one another, in Euclidean distance, as the dimensionality increases. A lot of simple operations become impractical above 10 or 20 dimensions, like sorting a large list of vectors based on their...2019, Hannes Hapke, Cole Howard, Hobson Lane, Natural Language Processing in Action, Simon and Schuster, →ISBN
Origin of curse of dimensionality
Coined by American mathematician Richard E. Bellman.
Questions about curse of dimensionality
- What does curse of dimensionality mean?
- Curse of dimensionality means a problem in the analysis of multidimensional systems caused by the sparse nature of the available data.
- What part of speech is curse of dimensionality?
- Curse of dimensionality is a noun.
Words near curse of dimensionality in the dictionary
Source and license
Adapted from Wiktionary: curse of dimensionality (page history and authors). Text available under the Creative Commons Attribution-ShareAlike 4.0 license. Word.ws reformatted the entry and added links. Wiktionary data of 2026-09-02.
Last updated:
Cite this entry: “curse of dimensionality.” Word.ws, https://word.ws/curse_of_dimensionality. Based on Wiktionary, CC BY-SA 4.0.