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Erik B. Sudderth

University of California, Irvine

10 papers hereh-index 386.6k citations127 works total

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

author position
  • middle author6
  • last author2

Across the 8 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.LG3
  • cs.CL1
  • cs.HC1
  • stat.ML1
affiliations
  • University of California, Irvine
Homepage
same name
  • Erik B. Sudderth — 6 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
20172025
most citedPrediction-Constrained Topic Models for Antidepressant Recommendation

5 citations · 15 across the 6 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 4 cited

Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models

Michael C. Hughes, Leah Weiner, Gabriel Hope +4

Supervisory signals have the potential to make low-dimensional data representations, like those learned by mixture and topic models, more interpretable and useful. We propose a fra…

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