Lei Li
发表
Batch Size Matters: A Diffusion Approximation Framework on Nonconvex Stochastic Gradient Descent
pdf
Jian-Guo Liu,
Chris Junchi Li,
Lei Li,
2017,
ArXiv.
Lei Li,
Jianrun Zhang,
2011
.
Li-Jie Zhang,
Fei Hu,
Lei Li,
2010
.
Lei Li,
Kapil Khandelwal,
Guodong Zhang,
2018
.
Wei Zhang,
Lei Li,
2017
.
Lei Li,
Dai Shi-qiang,
Xue Yu,
2003
.
Lei Li,
Jianrun Zhang,
2011
.
Jiajia Song,
Lei Li,
Wenshi Li,
2017
.
Zhengming Ma,
Lei Li,
Xinghua Zheng,
2019,
Pattern Analysis and Applications.
Xian Ying Feng,
Lei Li,
Ya Qing Song,
2010
.
Yu Wang,
Bin Wang,
Lei Li,
2020,
Journal of Coastal Research.
Haiyan He,
Lei Li,
Ming Zhu,
2019,
Natural Computing.
Jiang Hong,
Lei Li,
Zhu Cong,
2005
.
Chao Han,
Lei Li,
Jiawei Wang,
2018,
2018 12th International Symposium on Antennas, Propagation and EM Theory (ISAPE).
Lei Li,
Changgao Xia,
Wei Qin,
2007
.
Uniform-in-Time Weak Error Analysis for Stochastic Gradient Descent Algorithms via Diffusion Approximation
pdf
Jian-Guo Liu,
Yuanyuan Feng,
Tingran Gao,
2019,
Communications in Mathematical Sciences.
Lei Li,
Larry Cook,
David L. Strayer,
2015
.
Xian Ying Feng,
Lei Li,
Ya Qing Song,
2010
.
Walter J. Scheirer,
Lei Li,
Sreya Banerjee,
2018,
bioRxiv.
Kuan Li,
Lei Li,
Shi Chen,
2017
.