The Sample Complexity of Dictionary Learning

Daniel Vainsencher, Shie Mannor, Alfred M. Bruckstein. The Sample Complexity of Dictionary Learning. Journal of Machine Learning Research, 19:773-788, 2011. [doi]

@article{VainsencherMB11,
  title = {The Sample Complexity of Dictionary Learning},
  author = {Daniel Vainsencher and Shie Mannor and Alfred M. Bruckstein},
  year = {2011},
  url = {http://www.jmlr.org/proceedings/papers/v19/vainsencher11a/vainsencher11a.pdf},
  researchr = {https://researchr.org/publication/VainsencherMB11},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {19},
  pages = {773-788},
}