Lei Wu (吴磊)

Lei Wu (吴磊)

Peking University - Beijing / China
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1453401
北京大学
person_outline Lei Wu (吴磊)'s MOST POPULAR ARTICLES
1-) The anisotropic noise in stochastic gradient descent: Its behavior of escaping from sharp minima and regularization effectsZ Zhu, J Wu, B Yu, L Wu, J MaarXiv preprint arXiv:1803.00195, 20181662018
2-) How SGD selects the global minima in over-parameterized learning: A dynamical stability perspectiveL Wu, C Ma, E WeinanAdvances in Neural Information Processing Systems (NeurIPS 2018), 20181802018
3-) Towards understanding generalization of deep learning: perspective of loss landscapesL Wu, Z Zhu, W EICML 2017 Workshop on Principled Approaches to Deep Learning, 2017, 20171792017
4-) The Barron space and the flow-induced function spaces for neural network modelsW E, C Ma, L WuConstructive Approximation 55 (1), 369-406, 2022220*2022
5-) Towards understanding and improving the transferability of adversarial examples in deep neural networksL Wu, Z ZhuAsian Conference on Machine Learning, 837-850, 2020175*2020