Cong Fang

Cong Fang

Peking University - Beijing / China
Engineering & Technology / Computer Science
AD Scientific Index ID: 674579
北京大学
person_outline Cong Fang's MOST POPULAR ARTICLES
1-) Spider: Near-optimal non-convex optimization via stochastic path-integrated differential estimator Advances in neural information processing systems 31, 2018
2-) Exploring deep neural networks via layer-peeled model: Minority collapse in imbalanced training Proceedings of the National Academy of Sciences 118 (43), e2103091118, 2021
3-) Sharp analysis for nonconvex sgd escaping from saddle points Conference on Learning Theory, 1192-1234, 2019
4-) Improved analysis of clipping algorithms for non-convex optimization Advances in Neural Information Processing Systems 33, 15511-15521, 2020
5-) Accelerated optimization for machine learning Nature Singapore: Springer, 2020