@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}
}