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Guohong Peng

2 papers hereh-index 18 citations3 works total

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author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-bio.MN1

identity via Semantic Scholar / OpenAlex

most citedCategory-Theoretical and Topos-Theoretical Frameworks in Machine Learning: A Survey

1 citations · 1 across the 1 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

Category-Theoretical and Topos-Theoretical Frameworks in Machine Learning: A Survey

Yiyang Jia, Guohong Peng, Zheng Yang +1

In this survey, we provide an overview of category theory-derived machine learning from four mainstream perspectives: gradient-based learning, probability-based learning, invarianc…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.