Gender and Racial Fairness in Depression Research using Social Media

18 March 2021

Papers citing "Gender and Racial Fairness in Depression Research using Social Media"

10 / 10 papers shown

Title
Machine Learning Fairness for Depression Detection using EEG Data Angus Man Ho Kwok Jiaee Cheong Sinan Kalkan Hatice Gunes 64 1 0 30 Jan 2025
On the State of Social Media Data for Mental Health Research Keith Harrigian Carlos Alejandro Aguirre Mark Dredze AI4MH 101 50 0 10 Nov 2020
Using Noisy Self-Reports to Predict Twitter User Demographics Zach Wood-Doughty Paiheng Xu Xiao-Chang Liu Mark Dredze 34 20 0 01 May 2020
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them Hila Gonen Yoav Goldberg 94 571 0 09 Mar 2019
Gender Bias in Coreference Resolution Rachel Rudinger Jason Naradowsky Brian Leonard Benjamin Van Durme 63 641 0 25 Apr 2018
Quantifying Mental Health from Social Media with Neural User Embeddings Silvio Amir Glen A. Coppersmith Paula Carvalho Mário J. Silva Byron C. Wallace 48 58 0 30 Apr 2017
Fairness in Criminal Justice Risk Assessments: The State of the Art R. Berk Hoda Heidari S. Jabbari Michael Kearns Aaron Roth 49 994 0 27 Mar 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 297 2,109 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 217 4,305 0 07 Oct 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 99 3,133 0 21 Jul 2016