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Guangyi Zhang

9 papers hereh-index 6113 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.DS6
  • cs.AI1
  • cs.DB1
  • cs.LG1
same name
  • Guangyi Zhang — 74 papers, h 22
  • Guangyi Zhang — 25 papers
  • Guangyi Zhang — 19 papers, h 15
  • Guangyi Zhang — 17 papers, h 6
  • Guangyi Zhang — 6 papers
  • Guangyi Zhang — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedRegularized impurity reduction: Accurate decision trees with complexity guarantees

32 citations · 57 across the 9 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.AI2020★ 19 cited

Diverse Rule Sets

Guangyi Zhang, Aristides Gionis

While machine-learning models are flourishing and transforming many aspects of everyday life, the inability of humans to understand complex models poses difficulties for these mode…

cs.DS2020

Maximizing diversity over clustered data

Guangyi Zhang, Aristides Gionis

Maximum diversity aims at selecting a diverse set of high-quality objects from a collection, which is a fundamental problem and has a wide range of applications, e.g., in Web searc…

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