Fairness in representation: quantifying stereotyping as a
representational harm

Fairness in representation: quantifying stereotyping as a representational harm

28 January 2019

Sorelle A. Friedler

Suresh Venkatasubramanian

Papers citing "Fairness in representation: quantifying stereotyping as a representational harm"

12 / 12 papers shown

Title
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies Vincent Freiberger Erik Buchmann AILaw 38 5 0 12 Mar 2024
On The Impact of Machine Learning Randomness on Group Fairness Prakhar Ganesh Hong Chang Martin Strobel Reza Shokri FaML 41 30 0 09 Jul 2023
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy Emily L. Aiken Esther Rolf J. Blumenstock 40 6 0 02 May 2023
Gender Stereotyping Impact in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 34 6 0 11 Oct 2022
Fire Dragon and Unicorn Princess; Gender Stereotypes and Children's Products in Search Engine Responses Amifa Raj Michael D. Ekstrand 35 6 0 28 Jun 2022
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina Mohsen Abbasi Suresh Venkatasubramanian Sorelle A. Friedler K. Lum Calvin Barrett 40 4 0 30 May 2022
Explainability for identification of vulnerable groups in machine learning models Inga Strümke Marija Slavkovik FaML 33 3 0 01 Mar 2022
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 41 275 0 29 Jun 2021
Obstructing Classification via Projection P. Haghighatkhah Wouter Meulemans Bettina Speckmann Jérôme Urhausen Kevin Verbeek 38 6 0 19 May 2021
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 29 63 0 11 Oct 2020
Fair clustering via equitable group representations Mohsen Abbasi Aditya Bhaskara Suresh Venkatasubramanian FaML FedML 38 87 0 19 Jun 2020
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 236 676 0 17 Feb 2018