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Yuan Cao

Yuan Cao

University of California Los Angeles - Los Angeles / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1769300
University of California
person_outline Yuan Cao's MOST POPULAR ARTICLES
1-) Gradient descent optimizes over-parameterized deep ReLU networks Machine learning 109 (3), 467-492, 2020
2-) Generalization bounds of stochastic gradient descent for wide and deep neural networks Advances in neural information processing systems 32, 2019
3-) Towards understanding the spectral bias of deep learning arXiv preprint arXiv:1912.01198, 2019
4-) Closing the generalization gap of adaptive gradient methods in training deep neural networks arXiv preprint arXiv:1806.06763, 2018
5-) Generalization error bounds of gradient descent for learning over-parameterized deep relu networks Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3349-3356, 2020