The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem

Douglas A. G. Vieira, Ricardo H. C. Takahashi, Vasile Palade, João A. Vasconcelos, Walmir M. Caminhas. The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem. IEEE Transactions on Neural Networks, 19(8):1415-1430, 2008. [doi]

@article{VieiraTPVC08,
  title = {The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem},
  author = {Douglas A. G. Vieira and Ricardo H. C. Takahashi and Vasile Palade and João A. Vasconcelos and Walmir M. Caminhas},
  year = {2008},
  doi = {10.1109/TNN.2008.2000442},
  url = {http://dx.doi.org/10.1109/TNN.2008.2000442},
  tags = {machine learning, C++, systematic-approach},
  researchr = {https://researchr.org/publication/VieiraTPVC08},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {19},
  number = {8},
  pages = {1415-1430},
}