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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Hell Hath No Fury? Correcting Bias in the NRC Emotion Lexicon ACL 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021
Abusive Language on Social Media Through the Legal Looking Glass ACL 2021
Fairness constraint of Fuzzy C-means Clustering improves clustering fairness ACML 2021
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal ACML 2021
Bias-tolerant Fair Classification ACML 2021
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint AISTATS 2021
Learning Smooth and Fair Representations AISTATS 2021
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021
Algorithms for Fairness in Sequential Decision Making AISTATS 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
All of the Fairness for Edge Prediction with Optimal Transport AISTATS 2021
Evaluating Model Robustness and Stability to Dataset Shift AISTATS 2021
Fair for All: Best-effort Fairness Guarantees for Classification AISTATS 2021
Moment Multicalibration for Uncertainty Estimation COLT 2021
Approximation Algorithms for Socially Fair Clustering COLT 2021
Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021
EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021
Metadata Normalization CVPR 2021
Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021
FaceSec: A Fine-Grained Robustness Evaluation Framework for Face Recognition Systems CVPR 2021
Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021
Fair Attribute Classification Through Latent Space De-Biasing CVPR 2021
Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021
Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings CVPR 2021