Dawei Li

发表

Rapid Identification of X-ray Diffraction Spectra Based on Very Limited Data by Interpretable Convolutional Neural Networks

Yunchao Xie, Heng Deng, Ming Xin, 2019, 1912.07750.

RMSprop converges with proper hyper-parameter

Mingyi Hong, Ruoyu Sun, Naichen Shi, 2021, ICLR.

The Global Landscape of Neural Networks: An Overview

Dawei Li, Shiyu Liang, Tian Ding, 2020, IEEE Signal Processing Magazine.

Over-Parameterized Deep Neural Networks Have No Strict Local Minima For Any Continuous Activations pdf

Dawei Li, Ruoyu Sun, Tian Ding, 2018, ArXiv.

The Global Landscape of Neural Networks: An Overview

R. Srikant, Ruoyu Sun, Shiyu Liang, 2020, IEEE Signal Processing Magazine.

Sub-Optimal Local Minima Exist for Neural Networks with Almost All Non-Linear Activations

Dawei Li, Tian Ding, Ruoyu Sun, 2019 .

Sub-Optimal Local Minima Exist for Almost All Over-parameterized Neural Networks pdf

Dawei Li, Tian Ding, Ruoyu Sun, 2019, ArXiv.

On the Benefit of Width for Neural Networks: Disappearance of Basins

Dawei Li, Tian Ding, Ruoyu Sun, 2018, SIAM J. Optim..

Suboptimal Local Minima Exist for Wide Neural Networks with Smooth Activations

Ruoyu Sun, Tian Ding, Dawei Li, 2022, Mathematics of Operations Research.

Spurious Local Minima Exist for Almost All Over-parameterized Neural Networks

Ruoyu Sun, Tian Ding, Dawei Li, 2019 .

Rapid Identification of X-ray Diffraction Patterns Based on Very Limited Data by Interpretable Convolutional Neural Networks

Jian Lin, Ming Xin, Yun-Zhi Zhao, 2020, J. Chem. Inf. Model..