Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks

Joonyoung Yi, Juhyuk Lee, Kwang joon Kim, Sung Ju Hwang, Eunho Yang. Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020. OpenReview.net, 2020. [doi]

@inproceedings{YiLKHY20,
  title = {Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks},
  author = {Joonyoung Yi and Juhyuk Lee and Kwang joon Kim and Sung Ju Hwang and Eunho Yang},
  year = {2020},
  url = {https://openreview.net/forum?id=BylsKkHYvH},
  researchr = {https://researchr.org/publication/YiLKHY20},
  cites = {0},
  citedby = {0},
  booktitle = {8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher = {OpenReview.net},
}