Simon Shaolei Du|Simon S. Du, Simon Du

Simon Shaolei Du|Simon S. Du, Simon Du

University of Washington - Seattle / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1684694
person_outline Simon Shaolei Du|Simon S. Du, Simon Du's MOST POPULAR ARTICLES
1-) Gradient descent finds global minima of deep neural networksSS Du, JD Lee, H Li, L Wang, X ZhaiInternational Conference on Machine Learning 2019, 201810522018
2-) Fine-grained analysis of optimization and generalization for overparameterized two-layer neural networksS Arora, SS Du, W Hu, Z Li, R WangInternational Conference on Machine Learning 2019, 20198132019
3-) On exact computation with an infinitely wide neural netS Arora, SS Du, W Hu, Z Li, RR Salakhutdinov, R WangAdvances in neural information processing systems 32, 20197332019
4-) Gradient descent provably optimizes over-parameterized neural networksSS Du, X Zhai, B Poczos, A SinghInternational Conference on Learning Representations 2019, 20188152018
5-) How neural networks extrapolate: From feedforward to graph neural networksK Xu, M Zhang, J Li, SS Du, K Kawarabayashi, S JegelkaInternational Conference on Learning Representations, 20213472021