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TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels


Jul 13, 2022
Yaodong Yu, Alexander Wei, Sai Praneeth Karimireddy, Yi Ma, Michael I. Jordan

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More Than a Toy: Random Matrix Models Predict How Real-World Neural Representations Generalize


Mar 11, 2022
Alexander Wei, Wei Hu, Jacob Steinhardt

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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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Learning Equilibria in Matching Markets from Bandit Feedback


Aug 19, 2021
Meena Jagadeesan, Alexander Wei, Yixin Wang, Michael I. Jordan, Jacob Steinhardt

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Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms


Oct 22, 2020
Alexander Wei, Fred Zhang

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* To appear at NeurIPS 2020 

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