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Fairness

3337 directly classified papers

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Papers

Trustworthy AI Meets Educational Assessment: Challenges and Opportunities AAAI 2025
Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents AAAI 2025
EvalAssist: LLM-as-a-Judge Simplified AAAI 2025
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025
Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025
Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Local Causal Discovery for Structural Evidence of Direct Discrimination AAAI 2025
Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025
Data Attribution: A Data-Centric Approach for Trustworthy AI Development AAAI 2025
Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone AAAI 2025
Learning About Algorithm Auditing in Five Steps: Scaffolding How High School Youth Can Systematically and Critically Evaluate Machine Learning Applications AAAI 2025
FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation AAAI 2025
Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025
Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness AAAI 2025
Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025
The Mainstays of Trustworthy Machine Learning AAAI 2025
Hydrangea@DravidianLanTech2025: Abusive language Identification from Tamil and Malayalam Text using Transformer Models NAACL 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025