Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer

Haoyi Xiong, Xuhong Li, Boyang Yu, Dongrui Wu, Zhanxing Zhu, Dejing Dou

Open source

DOI
10.1088/2632-2153/ad13ba
Published
2024-03-01
Container
Machine Learning: Science and Technology
Publisher
IOP Publishing
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1088/2632-2153/ad13ba,
  title = {Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer},
  author = {Haoyi Xiong and Xuhong Li and Boyang Yu and Dongrui Wu and Zhanxing Zhu and Dejing Dou},
  year = {2024},
  journal = {Machine Learning: Science and Technology},
  doi = {10.1088/2632-2153/ad13ba},
  url = {https://doi.org/10.1088/2632-2153/ad13ba}
}

RIS

TY  - JOUR
TI  - Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer
AU  - Haoyi Xiong
AU  - Xuhong Li
AU  - Boyang Yu
AU  - Dongrui Wu
AU  - Zhanxing Zhu
AU  - Dejing Dou
PY  - 2024
JO  - Machine Learning: Science and Technology
DO  - 10.1088/2632-2153/ad13ba
UR  - https://doi.org/10.1088/2632-2153/ad13ba
ER  - 

APA

Xiong, H., Li, X., Yu, B., Wu, D., Zhu, Z., & Dou, D. (2024). Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. Machine Learning: Science and Technology. https://doi.org/10.1088/2632-2153/ad13ba

Source records