On the diffusion approximation of nonconvex stochastic gradient descent
Publication
, Journal Article
Hu, W; Li, CJ; Li, L; Liu, J-G
Published in: Annals of Mathematical Sciences and Applications
2019
Duke Scholars
Published In
Annals of Mathematical Sciences and Applications
DOI
EISSN
2380-2898
ISSN
2380-288X
Publication Date
2019
Volume
4
Issue
1
Start / End Page
3 / 32
Publisher
International Press of Boston
Citation
APA
Chicago
ICMJE
MLA
NLM
Hu, W., Li, C. J., Li, L., & Liu, J.-G. (2019). On the diffusion approximation of nonconvex stochastic gradient descent. Annals of Mathematical Sciences and Applications, 4(1), 3–32. https://doi.org/10.4310/amsa.2019.v4.n1.a1
Hu, Wenqing, Chris Junchi Li, Lei Li, and Jian-Guo Liu. “On the diffusion approximation of nonconvex stochastic gradient descent.” Annals of Mathematical Sciences and Applications 4, no. 1 (2019): 3–32. https://doi.org/10.4310/amsa.2019.v4.n1.a1.
Hu W, Li CJ, Li L, Liu J-G. On the diffusion approximation of nonconvex stochastic gradient descent. Annals of Mathematical Sciences and Applications. 2019;4(1):3–32.
Hu, Wenqing, et al. “On the diffusion approximation of nonconvex stochastic gradient descent.” Annals of Mathematical Sciences and Applications, vol. 4, no. 1, International Press of Boston, 2019, pp. 3–32. Crossref, doi:10.4310/amsa.2019.v4.n1.a1.
Hu W, Li CJ, Li L, Liu J-G. On the diffusion approximation of nonconvex stochastic gradient descent. Annals of Mathematical Sciences and Applications. International Press of Boston; 2019;4(1):3–32.
Published In
Annals of Mathematical Sciences and Applications
DOI
EISSN
2380-2898
ISSN
2380-288X
Publication Date
2019
Volume
4
Issue
1
Start / End Page
3 / 32
Publisher
International Press of Boston