Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions

12 May 2024

Papers citing "Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions"

4 / 4 papers shown

Title
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 64 42 0 08 Sep 2022
A Systematic Study of Bias Amplification Melissa Hall L. V. D. van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 92 69 0 27 Jan 2022
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 28 45 0 01 Mar 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Y. Zou 79 72 0 15 Feb 2021