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researcher

G. V. Steeg

108 papers hereh-index 315.1k citations177 works total

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

author position
  • sole author1
  • first author14
  • middle author62
  • last author29

Across the 106 of 108 papers where every author was matched, so the position is known.

fields
  • cs.LG53
  • cs.CL13
  • cs.SI7
  • stat.ML7
  • q-bio.QM4
  • cs.AI3

identity via Semantic Scholar / OpenAlex

activity
20042026
most citedMixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing

270 citations · 1.4k across the 97 of their papers we have counts for

collaborators
Showing 2013 · cs.LGShow all

1 paper · 2 filters

cs.LG2013★ 8 cited

Demystifying Information-Theoretic Clustering

Greg Ver Steeg, Aram Galstyan, Fei Sha +1

We propose a novel method for clustering data which is grounded in information-theoretic principles and requires no parametric assumptions. Previous attempts to use information the…

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