项目作者: senya-ashukha

项目描述 :
Sparse Variational Dropout a a Minimal Working Example
高级语言: Jupyter Notebook
项目地址: git://github.com/senya-ashukha/sparse-vd-pytorch.git
创建时间: 2018-08-24T15:08:37Z
项目社区:https://github.com/senya-ashukha/sparse-vd-pytorch

开源协议:MIT License

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Sparse Variational Dropout

Sparse Variational Dropout a Minimal Working Example, Variational Dropout Sparsifies Deep Neural Networks (https://arxiv.org/pdf/1701.05369.pdf).




The sample of neuron weights of shape 10x10 from the first layer.

Original repo https://github.com/ars-ashuha/variational-dropout-sparsifies-dnn.

Citation

If you found this code useful please the original paper

  1. @InProceedings{molchanov2017variational,
  2. title={Variational Dropout Sparsifies Deep Neural Networks},
  3. author={Dmitry Molchanov and Arsenii Ashukha and Dmitry Vetrov},
  4. booktitle={Proceedings of the 34th International Conference on Machine Learning},
  5. year={2017}
  6. }