Zitong Yang
Zitong Yang
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Rethinking bias-variance trade-off for generalization of neural networks
Z Yang, Y Yu, C You, J Steinhardt, Y Ma
International Conference on Machine Learning 119, 10767-10777, 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group.
Y Zhai, Z Yang, Z Liao, J Wright, Y Ma
Journal of Machine Learning Research 21 (165), 1-68, 2020
Exact gap between generalization error and uniform convergence in random feature models
Z Yang, Y Bai, S Mei
International Conference on Machine Learning 139, 11704-11715, 2021
Predicting Out-of-Distribution Error with the Projection Norm
Y Yu, Z Yang, A Wei, Y Ma, J Steinhardt
International Conference on Machine Learning 162, 25721-25746, 2022
Understanding generalization in adversarial training via the bias-variance decomposition
Y Yu, Z Yang, E Dobriban, J Steinhardt, Y Ma
arXiv preprint arXiv:2103.09947, 2021
ResMem: Learn what you can and memorize the rest
Z Yang, M Lukasik, V Nagarajan, Z Li, AS Rawat, M Zaheer, AK Menon, ...
arXiv preprint arXiv:2302.01576, 2023
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