Dropout as a Low-Rank Regularizer for Matrix Factorization

Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal. Dropout as a Low-Rank Regularizer for Matrix Factorization. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 435-444, PMLR, 2018. [doi]

@inproceedings{CavazzaMHLMV18,
  title = {Dropout as a Low-Rank Regularizer for Matrix Factorization},
  author = {Jacopo Cavazza and Pietro Morerio and Benjamin D. Haeffele and Connor Lane and Vittorio Murino and René Vidal},
  year = {2018},
  url = {http://proceedings.mlr.press/v84/cavazza18a.html},
  researchr = {https://researchr.org/publication/CavazzaMHLMV18},
  cites = {0},
  citedby = {0},
  pages = {435-444},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},
  editor = {Amos J. Storkey and Fernando Pérez-Cruz},
  volume = {84},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}