← Keywords

algorithmic fairness

283 papers

Explore in graph

Co-occurring keywords

bias mitigation (492) causal inference (1619) group fairness (158) fairness constraint (124) bias detection (419) machine learning (434) demographic parity (75) fair machine learning (46) counterfactual fairness (39) fair classification (54)

Papers

LEXPLAIN: Improving Model Explanations via Lexicon Supervision ACL 2023
Superhuman Fairness ICML 2023
Improving Fair Training under Correlation Shifts ICML 2023
FairLISA: Fair User Modeling with Limited Sensitive Attributes Information NIPS 2023
Can We Trust Fair-AI? AAAI 2023
Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators EMNLP 2023
Matrix Estimation for Individual Fairness ICML 2023
Causal Fairness for Outcome Control NIPS 2023
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations NIPS 2023
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition NIPS 2023
Adapting Fairness Interventions to Missing Values NIPS 2023
Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives AAAI 2023
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence AAAI 2023
Scalable Infomin Learning NIPS 2022
Fairness-Aware PAC Learning from Corrupted Data JMLR 2022
Fair Generalized Linear Models with a Convex Penalty ICML 2022
Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022
Fairness Interventions as (Dis)Incentives for Strategic Manipulation ICML 2022
EqGNN: Equalized Node Opportunity in Graphs AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
Individual Preference Stability for Clustering ICML 2022
Towards Return Parity in Markov Decision Processes AISTATS 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022
Anatomizing Bias in Facial Analysis AAAI 2022