Implicit Regularization in Matrix Factorization

Suriya Gunasekar, Blake E. Woodworth, Srinadh Bhojanapalli, Behnam Neyshabur, Nati Srebro. Implicit Regularization in Matrix Factorization. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 6152-6160, 2017. [doi]

@inproceedings{GunasekarWBNS17,
  title = {Implicit Regularization in Matrix Factorization},
  author = {Suriya Gunasekar and Blake E. Woodworth and Srinadh Bhojanapalli and Behnam Neyshabur and Nati Srebro},
  year = {2017},
  url = {http://papers.nips.cc/paper/7195-implicit-regularization-in-matrix-factorization},
  researchr = {https://researchr.org/publication/GunasekarWBNS17},
  cites = {0},
  citedby = {0},
  pages = {6152-6160},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA},
  editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett},
}