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Deep learning generalizes because the parameter-function map is biased towards simple functions

Research article (arXiv (Cornell University), 2018) · cited 39× · AI/ML
academia openalex:W2964122761
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Deep learning generalizes because the parameter-function map is biased towards simple functions

Summary

Deep learning generalizes because the parameter-function map is biased towards simple functions is a scholarly article[1].

Key Facts

  • Deep learning generalizes because the parameter-function map is biased towards simple functions's instance of is recorded as scholarly article[2].

References

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Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). Deep learning generalizes because the parameter-function map is biased towards simple functions. Retrieved May 24, 2026, from https://4ort.xyz/entity/deep-learning-generalizes-because-the-parameter-function-map-is-biased-towards-simple-functions
MLA “Deep learning generalizes because the parameter-function map is biased towards simple functions.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/deep-learning-generalizes-because-the-parameter-function-map-is-biased-towards-simple-functions.
BibTeX @misc{4ortxyz_deep-learning-generalizes-because-the-parameter-function-map-is-biased-towards-simple-functions_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Deep learning generalizes because the parameter-function map is biased towards simple functions}}, year = {2026}, url = {https://4ort.xyz/entity/deep-learning-generalizes-because-the-parameter-function-map-is-biased-towards-simple-functions}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Deep learning generalizes because the parameter-function map is biased towards simple functions — https://4ort.xyz/entity/deep-learning-generalizes-because-the-parameter-function-map-is-biased-towards-simple-functions (retrieved 2026-05-24)

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