References

• 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
• 1971Constants across cultures in the face and emotion.5,506 cited
• 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
• 2002Comprehensive database for facial expression analysis2,612 cited
• 2001Emotion recognition in human-computer interaction2,601 cited
• 2016Equality of Opportunity in Supervised Learning2,535 cited
• 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
• 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
• 2020Deep Facial Expression Recognition: A Survey1,942 cited
• 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
• 2017Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild1,467 cited
• 2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
• 2011Data preprocessing techniques for classification without discrimination1,304 cited
• 2017Counterfactual Fairness995 cited
• 2017Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints