Understanding Programmatic Weak Supervision via Source-aware Influence
Function

Understanding Programmatic Weak Supervision via Source-aware Influence Function

25 May 2022

Alexander Ratner

Papers citing "Understanding Programmatic Weak Supervision via Source-aware Influence Function"

5 / 5 papers shown

Title
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 19 19 0 25 May 2024
Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision Jieyu Zhang Linxin Song Alexander Ratner 47 8 0 06 Oct 2022
XPASC: Measuring Generalization in Weak Supervision by Explainability and Association Luisa März Ehsaneddin Asgari Fabienne Braune Franziska Zimmermann Benjamin Roth 8 0 0 03 Jun 2022
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 36 15 0 07 Oct 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,658 0 28 Feb 2017