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10/13/2022
Outlier-Robust Group Inference via Gradient Space Clustering
Traditional machine learning models focus on achieving good performance ...
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10/13/2022
Equal Improvability: A New Fairness Notion Considering the Long-term Impact
Devising a fair classifier that does not discriminate against different ...
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06/14/2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Fine-tuning pretrained language models (LMs) without making any architec...
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10/29/2021
Improving Fairness via Federated Learning
Recently, lots of algorithms have been proposed for learning a fair clas...
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06/10/2019