BibTex Entries: Tensor Toolbox for MATLAB


@misc{TTB_Software,
  author = {Brett W. Bader and Tamara G. Kolda and others},
  title = {MATLAB Tensor Toolbox Version 3.0-dev},
  howpublished = {Available online},
  month = oct,
  year = {2017},
  url = {https://www.tensortoolbox.org}
}

@article{TTB_Dense,
  author = {Brett W. Bader and Tamara G. Kolda},
  title = {Algorithm 862: {MATLAB} tensor classes for fast algorithm prototyping},
  journal = {ACM Transactions on Mathematical Software},
  month = dec,
  year = {2006},
  volume = {32},
  number = {4},
  pages = {635-653},
  doi = {10.1145/1186785.1186794}
}

@article{TTB_Sparse,
  author = {Brett W. Bader and Tamara G. Kolda},
  title = {Efficient {MATLAB} computations with sparse and factored tensors},
  journal = {SIAM Journal on Scientific Computing},
  month = dec,
  year = {2007},
  volume = {30},
  number = {1},
  pages = {205-231},
  doi = {10.1137/060676489}
}

@article{TTB_CPOPT,
  author = {Evrim Acar and Daniel M. Dunlavy and Tamara G. Kolda},
  title = {A Scalable Optimization Approach for Fitting Canonical Tensor Decompositions},
  journal = {Journal of Chemometrics},
  month = feb,
  year = {2011},
  volume = {25},
  number = {2},
  pages = {67-86},
  doi = {10.1002/cem.1335}
}

@article{TTB_CPWOPT,
  author = {Evrim Acar and Daniel M. Dunlavy and Tamara G. Kolda and Morten M{\o}rup},
  title = {Scalable Tensor Factorizations for Incomplete Data},
  journal = {Chemometrics and Intelligent Laboratory Systems},
  month = mar,
  year = {2011},
  volume = {106},
  number = {1},
  pages = {41-56},
  doi = {10.1016/j.chemolab.2010.08.004}
}

@article{TTB_SSHOPM,
  author = {Tamara G. Kolda and Jackson R. Mayo},
  title = {Shifted Power Method for Computing Tensor Eigenpairs},
  journal = {SIAM Journal on Matrix Analysis and Applications},
  month = oct,
  year = {2011},
  volume = {32},
  number = {4},
  pages = {1095-1124},
  doi = {10.1137/100801482}
}

@Article{TTB_EIGGEAP,
  title = {An Adaptive Shifted Power Method for Computing Generalized Tensor Eigenpairs},
  author = {Tamara G. Kolda and Jackson R. Mayo},
  doi = {10.1137/140951758},
  journal = {SIAM Journal on Matrix Analysis and Applications},
  number = {4},
  volume = {35},
  year = {2014},
  month = dec,
  pages = {1563-1581},
}

@Article{TTB_CPAPR,
  title = {On Tensors, Sparsity, and Nonnegative Factorizations},
  author = {Eric C. Chi and Tamara G. Kolda},
  doi = {10.1137/110859063},
  journal = {SIAM Journal on Matrix Analysis and Applications},
  number = {4},
  volume = {33},
  year = {2012},
  month = dec,
  pages = {1272-1299},
}

@Article{TTB_CPAPRB,
  author = {Samantha Hansen and Todd Plantenga and Tamara G. Kolda}, 
  title = {Newton-Based Optimization for {Kullback-Leibler} Nonnegative Tensor Factorizations}, 
  journal = {Optimization Methods and Software}, 
  volume = {30}, 
  number = {5}, 
  pages = {1002-1029},
  month = {April}, 
  year = {2015},
  doi = {10.1080/10556788.2015.1009977},
} 

@article{TTB_CPSYM,  
  author = {Tamara G. Kolda}, 
  title = {Numerical Optimization for Symmetric Tensor Decomposition}, 
  journal = {Mathematical Programming B}, 
  volume = {151}, 
  number = {1}, 
  pages = {225-248}, 
  month = apr, 
  year = {2015},
  doi = {10.1007/s10107-015-0895-0},
}

@misc{TTB_CPRALS,  
  author = {Casey Battaglino and Grey Ballard and Tamara G. Kolda}, 
  title = {A Practical Randomized {CP} Tensor Decomposition},
  howpublished = {arXiv:1701.06600},  
  month = jan, 
  year = {2017},
  eprint = {1701.06600},
  eprintclass = {cs.NA},
}

@inproceedings{TTB_MET,
  author = {Tamara G. Kolda and Jimeng Sun},
  title = {Scalable Tensor Decompositions for Multi-aspect Data Mining},
  booktitle = {ICDM 2008: Proceedings of the 8th IEEE International Conference on Data Mining},
  month = dec,
  year = {2008},
  pages = {363-372},
  doi = {10.1109/ICDM.2008.89}
}


www.tensortoolbox.org