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A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier.

, , , and . CoRR, (2023)

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Supervised training and contextually guided salient object detection., , , and . Digit. Signal Process., (2017)DISPEL: Domain Generalization via Domain-Specific Liberating., , , , and . CoRR, (2023)The Impact of Reasoning Step Length on Large Language Models., , , , , , , and . CoRR, (2024)XGBD: Explanation-Guided Graph Backdoor Detection., , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 932-939. IOS Press, (2023)FAIRER: Fairness as Decision Rationale Alignment., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 19471-19489. PMLR, (2023)Understanding Social Biases Behind Location Names in Contextual Word Embedding Models., , , , , , and . IEEE Trans. Comput. Soc. Syst., 9 (2): 458-468 (2022)DEGREE: Decomposition Based Explanation For Graph Neural Networks., , , , , and . CoRR, (2023)Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey., , , , and . CoRR, (2022)Machine Learning Explanations to Prevent Overtrust in Fake News Detection., , , , , , , , and . CoRR, (2020)Mitigating Gender Bias in Captioning Systems., , , , , and . WWW, page 633-645. ACM / IW3C2, (2021)