Corpus ID: 10967461

A Hybrid Solution to improve Iteration Efficiency in the Distributed Learning

@article{Wang2014AHS,
  title={A Hybrid Solution to improve Iteration Efficiency in the Distributed Learning},
  author={J. Wang and Hongzhi Wang and Chenxu Zhao},
  journal={ArXiv},
  year={2014},
  volume={abs/1411.6358}
}
  • J. Wang, Hongzhi Wang, Chenxu Zhao
  • Published 2014
  • Computer Science
  • ArXiv
  • Currently, many machine learning algorithms contain lots of iterations. [...] Key MethodFor each iteration, the result of slow machines will be abandoned. Then, we discuss the relationship between accuracy and abandon rate. Next we debate the convergence speed of this process. Finally, our experiments demonstrate our idea can dramatically reduce calculation time and be used in many platforms.Expand Abstract

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