Zhiyuan Li

On Exact Computation with an Infinitely Wide Neural Net

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 395 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 262 citations · Full text

Computing, Computer Science, Machine Learning +16

Fine-Grained Analysis of Optimization and Generalization for\n Overparameterized Two-Layer Neural Networks

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 239 citations · Full text

Computing, Computer Science, Machine Learning +16

Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks

Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli et al. · arXiv (Cornell University) · 2018 · 215 citations · Full text

Computing, Computer Science, Algorithms +14

The role of over-parametrization in generalization of neural networks

Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli et al. · 2019 · 163 citations

Computing, Computer Science, Artificial Intelligence +11