BibTex Entries: Tensor Toolbox for Python ***************************************** .. code:: bibtex @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} }