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Hyungrok Do

5 papers hereh-index 6111 citations14 works total

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

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • math.DS1
  • stat.AP1
  • stat.ML1
same name
  • Hyungrok Do — 2 papers, h 2
  • Hyungrok Do — 1 paper, h 2
  • Hyungrok Do — 1 paper, h 0

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
20182026
most citedJoint Fairness Model with Applications to Risk Predictions for Under-represented Populations

10 citations · 14 across the 3 of their papers we have counts for

collaborators
Showing 2025 · cs.LGShow all

1 paper · 2 filters

cs.LG2025

CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning

Jinsoo Bae, Seoung Bum Kim, Hyungrok Do

Semi-supervised learning (SSL) uses unlabeled data to improve the performance of machine learning models when labeled data is scarce. However, its real-world applications often fac…

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