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Zitong Yang

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ResMem: Learn what you can and memorize the rest

Feb 03, 2023
Zitong Yang, Michal Lukasik, Vaishnavh Nagarajan, Zonglin Li, Ankit Singh Rawat, Manzil Zaheer, Aditya Krishna Menon, Sanjiv Kumar

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Predicting Out-of-Distribution Error with the Projection Norm

Feb 11, 2022
Yaodong Yu, Zitong Yang, Alexander Wei, Yi Ma, Jacob Steinhardt

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Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition

Mar 17, 2021
Yaodong Yu, Zitong Yang, Edgar Dobriban, Jacob Steinhardt, Yi Ma

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Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models

Mar 08, 2021
Zitong Yang, Yu Bai, Song Mei

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Rethinking Bias-Variance Trade-off for Generalization of Neural Networks

Mar 21, 2020
Zitong Yang, Yaodong Yu, Chong You, Jacob Steinhardt, Yi Ma

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Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group

Jul 10, 2019
Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma

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