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algorithmic bia

44 papers

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Co-occurring keywords

algorithmic fairness (284) large language model (13587) gender bia (435) racial bia (58) group fairness (158) responsible ai (182) bias detection (419) fairness evaluation (118) recommendation system (294) text classification (6793)

Papers

LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation ICCV 2023
Bias On Demand: Investigating Bias with a Synthetic Data Generator IJCAI 2023
Robustness Disparities in Face Detection NIPS 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022
Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022
Domain Adaptation meets Individual Fairness. And they get along. NIPS 2022
Should We Ban English NLP for a Year? EMNLP 2022
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring NAACL 2022
Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract) AAAI 2021
On the Problem of Underranking in Group-Fair Ranking ICML 2021
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation EACL 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020
Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract) AAAI 2020
Toward Gender-Inclusive Coreference Resolution ACL 2020
Actionable Ethics through Neural Learning AAAI 2020
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
Algorithmic Bias in Autonomous Systems IJCAI 2017