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Le Peng

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Selective Classification Under Distribution Shifts

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May 08, 2024
Hengyue Liang, Le Peng, Ju Sun

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A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints

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Oct 16, 2023
Chuan He, Le Peng, Ju Sun

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A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing

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Jul 20, 2023
Le Peng, sicheng zhou, jiandong chen, Rui Zhang, Ziyue Xu, Ju Sun

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Optimization and Optimizers for Adversarial Robustness

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Mar 23, 2023
Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun

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Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective

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Feb 17, 2023
Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang

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Self-Validation: Early Stopping for Single-Instance Deep Generative Priors

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Oct 23, 2021
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun

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Rethink Transfer Learning in Medical Image Classification

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Jun 10, 2021
Le Peng, Hengyue Liang, Taihui Li, Ju Sun

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A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals

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Jun 07, 2021
Ju Sun, Le Peng, Taihui Li, Dyah Adila, Zach Zaiman, Genevieve B. Melton, Nicholas Ingraham, Eric Murray, Daniel Boley, Sean Switzer, John L. Burns, Kun Huang, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher Tignanelli

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