JASA Apr 18, 2025

Positive and Unlabeled Data: Model, Estimation, Inference, and Classification

Authors
Siyan Liu Chi-Kuang Yeh Xin Zhang Qinglong Tian Pengfei Li
Research Topics
Machine Learning
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2025.2474266
  • Published:
    April 18, 2025
  • Added to Tracker:
    Jul 30, 2025
Author Details
Siyan Liu
Author
Chi-Kuang Yeh
Author
Xin Zhang
Author
Qinglong Tian
Author
Pengfei Li
Author
Research Topics & Keywords
Machine Learning
Research Area
Citation Information
APA Format
Siyan Liu , Chi-Kuang Yeh , Xin Zhang , Qinglong Tian & Pengfei Li (2025) . Positive and Unlabeled Data: Model, Estimation, Inference, and Classification. Journal of the American Statistical Association , 10.1080/01621459.2025.2474266.
BibTeX Format
@article{paper353,
  title = { Positive and Unlabeled Data: Model, Estimation, Inference, and Classification },
  author = { Siyan Liu and Chi-Kuang Yeh and Xin Zhang and Qinglong Tian and Pengfei Li },
  journal = { Journal of the American Statistical Association },
  year = { 2025 },
  doi = { 10.1080/01621459.2025.2474266 },
  url = { https://www.tandfonline.com/doi/full/10.1080/01621459.2025.2474266 }
}
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