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Fairness

3337 directly classified papers

Papers per year

Papers

Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022
Outlier-Aware Training for Improving Group Accuracy Disparities AACL 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World AACL 2022
Fairness Trade-Offs and Partial Debiasing ACML 2022
Detecting Unintended Social Bias in Toxic Language Datasets CONLL 2022
Active approximately metric-fair learning UAI 2022
Individual fairness in feature-based pricing for monopoly markets UAI 2022
Quadratic metric elicitation for fairness and beyond UAI 2022
How unfair is private learning? UAI 2022
CounteRGAN: Generating counterfactuals for real-time recourse and interpretability using residual GANs UAI 2022
Low-Degree Multicalibration COLT 2022
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification SEMEVAL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets INTERSPEECH 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue IJCNLP 2022
Re-contextualizing Fairness in NLP: The Case of India IJCNLP 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022
Margin-distancing for safe model explanation AISTATS 2022
Inherent Tradeoffs in Learning Fair Representations JMLR 2022
Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022
Fairness-Aware PAC Learning from Corrupted Data JMLR 2022
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022
Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation WACV 2022
Generating and Controlling Diversity in Image Search WACV 2022