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ChapterTowards Causal Benchmarking of Biasin Face Analysis Algorithms

Guha Balakrishnan2021

Chapter2021

Towards Causal Benchmarking of Biasin Face Analysis Algorithms

Guha Balakrishnan · Yuanjun Xiong · Wei Xia · Pietro Perona

26 citations·0/0 files stored·Advances in computer vision and pattern recognition

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Ethics and Social Impacts of AI Face recognition and analysis Explainable Artificial Intelligence (XAI)

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References

2004Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination 2018Women Also Snowboard: Overcoming Bias in Captioning Models 2003Regression methods for covariate adjustment and subgroup analysis for non‐censored cost‐effectiveness data 2020Demographic Bias in Biometrics: A Survey on an Emerging Challenge 2019REPAIR: Removing Representation Bias by Dataset Resampling 2019An Empirical Study of Rich Subgroup Fairness for Machine Learning 2019Discrimination In The Age Of Algorithms 1987Disparate Impact under Title VII: An Objective Theory of Discrimination

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2025A Survey on Bias in Machine Learning Research

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Year2021

Typechapter

Published2021-01-01

VenueAdvances in computer vision and pattern recognition

ISSN-L2191-6586

Languageen

Citations26

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-030-74697-1_15

openalex_workW4230971985

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