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Vipin Kumar

30 papers hereh-index 8254.6k citations435 works total

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

author position
  • middle author3
  • last author26

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.CV4
  • physics.comp-ph2
  • q-bio.MN2
  • cs.AI1
  • cs.DB1
same name
  • Vipin Kumar — 12 papers, h 4
  • Vipin Kumar — 11 papers, h 3
  • Vipin Kumar — 8 papers, h 10
  • Vipin Kumar — 4 papers, h 9
  • Vipin Kumar — 2 papers, h 15
  • Vipin Kumar — 2 papers, h 4

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
20112021
most citedTheory-guided Data Science: A New Paradigm for Scientific Discovery from Data

1.7k citations · 2.4k across the 28 of their papers we have counts for

collaborators
Showing 2011Show all

3 papers · 1 filter

cs.DB2011★ 11 cited

Characterizing Discriminative Patterns

Gang Fang, Wen Wang, Benjamin Oatley +3

Discriminative patterns are association patterns that occur with disproportionate frequency in some classes versus others, and have been studied under names such as emerging patter…

q-bio.GN2011

Integration of Differential Gene-combination Search and Gene Set Enrichment Analysis: A General Approach

Gang Fang, Michael Steinbach, Chad L. Myers +1

Gene Set Enrichment Analysis (GSEA) and its variations aim to discover collections of genes that show moderate but coordinated differences in expression. However, such techniques m…

q-bio.MN2011★ 1 cited

Construction and Functional Analysis of Human Genetic Interaction Networks with Genome-wide Association Data

Gang Fang, Wen Wang, Vanja Paunic +6

Genetic interaction measures how different genes collectively contribute to a phenotype, and can reveal functional compensation and buffering between pathways under genetic perturb…

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