Papers
Fair Federated Survival Analysis
Md Mahmudur Rahman, Sanjay Purushotham
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy et al.
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions
Yilei Jiang, Wei-Hong Li, Yiyuan Zhang et al.
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
Jeonghoon Park, Juyoung Lee, Chaeyeon Chung et al.
fairGNN-WOD: Fair Graph Learning Without Complete Demographics
Zichong Wang, Fang Liu, Shimei Pan et al.
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
Renqiang Luo, Huafei Huang, Ivan Lee et al.
Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness
Zichong Wang, Zhibo Chu, Thang Viet Doan et al.
FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models
Yuxuan Wang, Tianwei Cao, Huayu Zhang et al.
Fair Incomplete Multi-View Clustering via Distribution Alignment
Qianqian Wang, Haiming Xu, Meiling Liu et al.
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes
Janki Atul Nawale, Mohammed Safi Ur Rahman Khan, Janani D et al.
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
Zhiting Fan, Ruizhe Chen, Tianxiang Hu et al.
Fairness-Accuracy Trade-Offs: A Causal Perspective
Drago Plecko, Elias Bareinboim
Fairness-Aware Interactive Target Variable Definition
Dalia Gala, Milo Phillips-Brown, Naman Goel et al.
Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP
Santosh T.y.s.s, Irtiza Chowdhury
Fairness in Automatic Speech Recognition Isn’t a One-Size-Fits-All
Hend ElGhazaly, Bahman Mirheidari, Heidi Christensen et al.
Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes
Joonhyuk Ko, Juba Ziani, Saswat Das et al.
Fairness Shields: Safeguarding against Biased Decision Makers
Filip Cano, Thomas A. Henzinger, Bettina Könighofer et al.
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Angelina Wang, Michelle Phan, Daniel E. Ho et al.
Fair or Framed? Political Bias in News Articles Generated by LLMs
Junho Yoo, Youhyun Shin
Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora
Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher et al.
Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora
Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher et al.
FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts
Changdi Yang, Zheng Zhan, Ci Zhang et al.
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering
Yichen Li, Zhiting Fan, Ruizhe Chen et al.
Fair Submodular Cover
Wenjing Chen, Shuo Xing, Samson Zhou et al.
Fair Submodular Maximization over a Knapsack Constraint
Lijun Li, Chenyang Xu, Liuyi Yang et al.