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Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness


Nov 10, 2022
Caner Hazirbas, Yejin Bang, Tiezheng Yu, Parisa Assar, Bilal Porgali, Vítor Albiero, Stefan Hermanek, Jacqueline Pan, Emily McReynolds, Miranda Bogen, Pascale Fung, Cristian Canton Ferrer

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Adaptive Sampling Strategies to Construct Equitable Training Datasets


Jan 31, 2022
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel

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* 15 pages, 2 figures 

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Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems


Mar 24, 2021
Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao

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* 12 pages, 2 figures 

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