Decentralized Proximal Stochastic Gradient Langevin Dynamics

Bayesian Inference
Sampling
MCMC
Theoretical Machine Learning
Authors

Mohammad Rafiqul Islam

Mert Gurbuzbalaban

Lingjiong Zhu

Published

January 6, 2026

Ongoing research. The details will be available soon.

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Citation

BibTeX citation:
@online{rafiqul_islam2026,
  author = {Rafiqul Islam, Mohammad and Gurbuzbalaban, Mert and Zhu,
    Lingjiong},
  title = {Decentralized {Proximal} {Stochastic} {Gradient} {Langevin}
    {Dynamics}},
  date = {2026-01-06},
  url = {https://rispace.github.io/research/dpsgld/},
  langid = {en}
}
For attribution, please cite this work as:
Rafiqul Islam, Mohammad, Mert Gurbuzbalaban, and Lingjiong Zhu. 2026. “Decentralized Proximal Stochastic Gradient Langevin Dynamics.” January 6, 2026. https://rispace.github.io/research/dpsgld/.