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James Zou

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Data-Driven Subgroup Identification for Linear Regression

Apr 29, 2023
Zachary Izzo, Ruishan Liu, James Zou

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Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value

Apr 28, 2023
Yongchan Kwon, James Zou

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GPT detectors are biased against non-native English writers

Apr 18, 2023
Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou

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Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks

Apr 08, 2023
Yuzhen Mao, Zhun Deng, Huaxiu Yao, Ting Ye, Kenji Kawaguchi, James Zou

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Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data

Feb 23, 2023
Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang

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Diagnosing and Rectifying Vision Models using Language

Feb 08, 2023
Yuhui Zhang, Jeff Z. HaoChen, Shih-Cheng Huang, Kuan-Chieh Wang, James Zou, Serena Yeung

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SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis

Feb 01, 2023
Roxana Daneshjou, Mert Yuksekgonul, Zhuo Ran Cai, Roberto Novoa, James Zou

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