Social Norm Bias: Residual Harms of Fairness-Aware Algorithms

Social Norm Bias: Residual Harms of Fairness-Aware Algorithms

25 August 2021

Maria De-Arteaga

Lester W. Mackey

Adam Tauman Kalai

Papers citing "Social Norm Bias: Residual Harms of Fairness-Aware Algorithms"

5 / 5 papers shown

Title
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations Myra Cheng Tiziano Piccardi Diyi Yang LLMAG 18 67 0 17 Oct 2023
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness Bhavya Vasudeva Kameron Shahabi Vatsal Sharan 32 2 0 09 Oct 2023
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale Federico Bianchi Pratyusha Kalluri Esin Durmus Faisal Ladhak Myra Cheng Debora Nozza Tatsunori Hashimoto Dan Jurafsky James Zou Aylin Caliskan DiffM VLM 31 288 0 07 Nov 2022
More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias Yunyi Li Maria De-Arteaga M. Saar-Tsechansky FaML 33 3 0 15 Jul 2022
Diversity and Inclusion Metrics in Subset Selection Margaret Mitchell Dylan K. Baker Nyalleng Moorosi Emily L. Denton Ben Hutchinson A. Hanna Timnit Gebru Jamie Morgenstern FaML 150 85 0 09 Feb 2020