Paper

  • Fairness Aware Counterfactuals for Subgroups

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness Aware Counterfactuals for Subgroups

    Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Emiris p58246-58276 from Advances in Neural Information Processing Systems 36
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  • Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments

    Thanh-Dat Truong, Hoang-Quan Nguyen, Bhiksha Raj, Khoa Luu p65456-65467 from Advances in Neural Information Processing Systems 36
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  • Fairness in Federated Learning Via Core-Stability

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness in Federated Learning Via Core-Stability

    Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta p5738-5750 from Advances in Neural Information Processing Systems 35
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  • Fairness in Social Influence Maximization via Optimal Transport

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness in Social Influence Maximization via Optimal Transport

    Shubham Chowdhary, Giulia De Pasquale, Nicolas Lanzetti, Ana-Andreea Stoica, Florian Dörfler p10380-10413 from Advances in Neural Information Processing Systems 37
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  • Fairness Reprogramming

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness Reprogramming

    Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang p34347-34362 from Advances in Neural Information Processing Systems 35
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  • Fairness Transferability Subject to Bounded Distribution Shift

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness Transferability Subject to Bounded Distribution Shift

    Yatong Chen, Reilly Raab, Jialu Wang, Yang Liu p11266-11278 from Advances in Neural Information Processing Systems 35
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  • Fairness Without Demographics Through Knowledge Distillation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness Without Demographics Through Knowledge Distillation

    Junyi Chai, Taeuk Jang, Xiaoqian Wang p19152-19164 from Advances in Neural Information Processing Systems 35
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  • Fairness without Harm: An Influence-Guided Active Sampling Approach

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness without Harm: An Influence-Guided Active Sampling Approach

    Jinlong Pang, Jialu Wang, Zhaowei Zhu, Yuanshun Yao, Chen Qian, Yang Liu p61513-61548 from Advances in Neural Information Processing Systems 37
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  • Fairness-Aware Estimation of Graphical Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness-Aware Estimation of Graphical Models

    Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou, Qi Long, Li Shen p17870-17909 from Advances in Neural Information Processing Systems 37
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  • Fairness-Aware Meta-Learning via Nash Bargaining

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness-Aware Meta-Learning via Nash Bargaining

    Yi Zeng, Xuelin Yang, Li Chen, Cristian Ferrer, Ming Jin, Michael Jordan, Ruoxi Jia p83235-83267 from Advances in Neural Information Processing Systems 37
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  • Fairness-guided Few-shot Prompting for Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Fairness-guided Few-shot Prompting for Large Language Models

    Huan Ma, Changqing Zhang, Yatao Bian, Lemao Liu, Zhirui Zhang, Peilin Zhao, Shu Zhang, Huazhu Fu, Qinghua Hu, Bingzhe Wu p43136-43155 from Advances in Neural Information Processing Systems 36
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  • FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation

    Christopher Teo, Milad Abdollahzadeh, Xinda Ma, Ngai-Man Cheung p22878-22926 from Advances in Neural Information Processing Systems 37
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