JASA May 11, 2026

Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems

Authors
Haoda Fu Yiran Huang Jian-Feng Yang
Research Topics
Machine Learning
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2656455
  • Published:
    May 11, 2026
  • Added to Tracker:
    May 13, 2026
Author Details
Haoda Fu
Author
Yiran Huang
Author
Jian-Feng Yang
Author
Research Topics & Keywords
Machine Learning
Research Area
Citation Information
APA Format
Haoda Fu , Yiran Huang & Jian-Feng Yang (2026) . Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems. Journal of the American Statistical Association , 10.1080/01621459.2026.2656455.
BibTeX Format
@article{paper1166,
  title = { Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems },
  author = { Haoda Fu and Yiran Huang and Jian-Feng Yang },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2656455 },
  url = { https://doi.org/10.1080/01621459.2026.2656455 }
}
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