Tianle Cai
Tianle Cai
Verified email at princeton.edu - Homepage
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Adversarially robust generalization just requires more unlabeled data
R Zhai, T Cai, D He, C Dan, K He, J Hopcroft, L Wang
arXiv preprint arXiv:1906.00555, 2019
Convergence of adversarial training in overparametrized neural networks
R Gao, T Cai, H Li, CJ Hsieh, L Wang, JD Lee
Advances in Neural Information Processing Systems, 13029-13040, 2019
Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems
T Cai, R Gao, J Hou, S Chen, D Wang, D He, Z Zhang, L Wang
arXiv preprint arXiv:1905.11675, 2019
Defective Convolutional Layers Learn Robust CNNs
T Luo, T Cai, M Zhang, S Chen, D He, L Wang
arXiv preprint arXiv:1911.08432, 2019
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training
T Cai, S Luo, K Xu, D He, T Liu, L Wang
arXiv preprint arXiv:2009.03294, 2020
Locally Differentially Private (Contextual) Bandits Learning
K Zheng, T Cai, W Huang, Z Li, L Wang
arXiv preprint arXiv:2006.00701, 2020
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