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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Style-First Authorship Verification for Academic Integrity in the Generative AI Era (Student Abstract) AAAI 2026
When Equal Isn’t Fair: Mitigating Over-Normalization in Large Language Models (Student Abstract) AAAI 2026
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract) AAAI 2026
De-Speakerizing Accented ASR: Measuring and Mitigating Speaker Entanglement for Fair, Reliable Recognition AAAI 2026
Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation AAAI 2026
OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026
Group-realizable multi-group learning by minimizing empirical risk ALT 2026
Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025
Fair Training with Zero Inputs AAAI 2025
MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences AAAI 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025
CUGF: A Reliable and Fair Recommendation Framework AAAI 2025
Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks AAAI 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning AAAI 2025
Merging Mechanisms for Ads and Organic Items in E-commerce Platforms AAAI 2025
EF2X Exists for Four Agents AAAI 2025
Fair Division via the Cake-Cutting Share AAAI 2025
Proportional Representation in Practice: Quantifying Proportionality in Ordinal Elections AAAI 2025
Constrained Fair and Efficient Allocations AAAI 2025
Temporal Fair Division AAAI 2025
Verifying Proportionality in Temporal Voting AAAI 2025
Fair Division with Social Impact AAAI 2025