Improving Model Training by Periodic Sampling over Weight Distributions

Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah. Improving Model Training by Periodic Sampling over Weight Distributions. In Xintao Wu, Chris Jermaine, Li Xiong 0001, Xiaohua Hu 0001, Olivera Kotevska, Siyuan Lu, Weija Xu, Srinivas Aluru, ChengXiang Zhai, Eyhab Al-Masri, Zhiyuan Chen 0003, Jeff Saltz 0001, editors, IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020. pages 112-122, IEEE, 2020. [doi]

@inproceedings{TripathiLDKS20,
  title = {Improving Model Training by Periodic Sampling over Weight Distributions},
  author = {Samarth Tripathi and Jiayi Liu and Sauptik Dhar and Unmesh Kurup and Mohak Shah},
  year = {2020},
  doi = {10.1109/BigData50022.2020.9378212},
  url = {https://doi.org/10.1109/BigData50022.2020.9378212},
  researchr = {https://researchr.org/publication/TripathiLDKS20},
  cites = {0},
  citedby = {0},
  pages = {112-122},
  booktitle = {IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020},
  editor = {Xintao Wu and Chris Jermaine and Li Xiong 0001 and Xiaohua Hu 0001 and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and ChengXiang Zhai and Eyhab Al-Masri and Zhiyuan Chen 0003 and Jeff Saltz 0001},
  publisher = {IEEE},
  isbn = {978-1-7281-6251-5},
}