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researcher

Hugh Perkins

7 papers hereh-index 5215 citations11 works total

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

author position
  • sole author4
  • first author2
  • middle author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG1
  • cs.NE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedGibbs Max-margin Topic Models with Data Augmentation

70 citations · 88 across the 7 of their papers we have counts for

collaborators
Showing 2015 · cs.LGShow all

1 paper · 2 filters

cs.LG2015★ 3 cited

Fast Parallel SVM using Data Augmentation

Hugh Perkins, Minjie Xu, Jun Zhu +1

As one of the most popular classifiers, linear SVMs still have challenges in dealing with very large-scale problems, even though linear or sub-linear algorithms have been developed…

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