Reliable Programmatic Weak Supervision With Confidence Intervals for Label Probabilities

Verónica Álvarez, Santiago Mazuelas, Steven An, Sanjoy Dasgupta

Open source

DOI
10.1109/tpami.2025.3597508
Published
2025-12
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1109/tpami.2025.3597508,
  title = {Reliable Programmatic Weak Supervision With Confidence Intervals for Label Probabilities},
  author = {Verónica Álvarez and Santiago Mazuelas and Steven An and Sanjoy Dasgupta},
  year = {2025},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2025.3597508},
  url = {https://doi.org/10.1109/tpami.2025.3597508}
}

RIS

TY  - JOUR
TI  - Reliable Programmatic Weak Supervision With Confidence Intervals for Label Probabilities
AU  - Verónica Álvarez
AU  - Santiago Mazuelas
AU  - Steven An
AU  - Sanjoy Dasgupta
PY  - 2025
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2025.3597508
UR  - https://doi.org/10.1109/tpami.2025.3597508
ER  - 

APA

Álvarez, V., Mazuelas, S., An, S., & Dasgupta, S. (2025). Reliable Programmatic Weak Supervision With Confidence Intervals for Label Probabilities. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2025.3597508

Source records