
@inproceedings{arthur_kmeans_2007,
  title = {K-Means++: The Advantages of Careful Seeding},
  booktitle = {In Proceedings of the 18th Annual {{ACM}}-{{SIAM}} Symposium on Discrete Algorithms},
  author = {Arthur, David and Vassilvitskii, Sergei},
  year = {2007}
}

@article{butler_laplace_2002,
  title = {Laplace Approximations for Hypergeometric Functions with Matrix Argument},
  author = {Butler, Roland W. and Wood, Andrew T. A.},
  year = {2002},
  month = aug,
  volume = {30},
  pages = {1155--1177},
  doi = {10.1214/aos/1031689021},
  journal = {The Annals of Statistics},
  number = {4}
}

@article{eddelbuettel_rcpparmadillo_2014,
  title = {{{RcppArmadillo}}: {{Accelerating R}} with High-Performance {{C}}++ Linear Algebra},
  author = {Eddelbuettel, Dirk and Sanderson, Conrad},
  year = {2014},
  month = mar,
  volume = {71},
  pages = {1054--1063},
  journal = {Computational Statistics and Data Analysis}
}

@article{floyd_algorithm_1962,
  title = {Algorithm 97: {{Shortest}} Path},
  shorttitle = {Algorithm 97},
  author = {Floyd, Robert W.},
  year = {1962},
  month = jun,
  volume = {5},
  pages = {345},
  journal = {Communications of the ACM},
  number = {6}
}

@article{goodall_procrustes_1991,
  title = {Procrustes {{Methods}} in the {{Statistical Analysis}} of {{Shape}}},
  author = {Goodall, Colin},
  year = {1991},
  volume = {53},
  pages = {285--339},
  issn = {00359246},
  journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
  number = {2}
}

@article{gretton_kernel_2012,
  title = {A {{Kernel Two}}-Sample {{Test}}},
  author = {Gretton, Arthur and Borgwardt, Karsten M. and Rasch, Malte J. and Schölkopf, Bernhard and Smola, Alexander},
  year = {2012},
  month = mar,
  volume = {13},
  pages = {723--773},
  issn = {1532-4435},
  journal = {J. Mach. Learn. Res.},
  keywords = {hypothesis testing,integral probability metric,kernel methods,schema matching,two-sample test,uniform convergence bounds}
}

@article{guo_generalized_2003,
  title = {A Generalized {{Foley}}–{{Sammon}} Transform Based on Generalized Fisher Discriminant Criterion and Its Application to Face Recognition},
  author = {Guo, Yue-Fei and Li, Shi-Jin and Yang, Jing-Yu and Shu, Ting-Ting and Wu, Li-De},
  year = {2003},
  month = jan,
  volume = {24},
  pages = {147--158},
  journal = {Pattern Recognition Letters},
  number = {1-3}
}

@inproceedings{henderson_epmeans_2015,
  title = {{{EP}}-{{MEANS}}: An Efficient Nonparametric Clustering of Empirical Probability Distributions},
  booktitle = {Proceedings of the 30th {{Annual ACM Symposium}} on {{Applied Computing}} - {{SAC}} '15},
  author = {Henderson, Keith and Gallagher, Brian and {Eliassi-Rad}, Tina},
  year = {2015},
  pages = {893--900},
  publisher = {{ACM Press}},
  address = {{Salamanca, Spain}},
  doi = {10.1145/2695664.2695860},
  isbn = {978-1-4503-3196-8},
  language = {en}
}

@article{holbrook_differentiating_2018,
  title = {Differentiating the Pseudo Determinant},
  author = {Holbrook, Andrew},
  year = {2018},
  month = jul,
  volume = {548},
  pages = {293--304},
  journal = {Linear Algebra and its Applications}
}

@book{kincaid_numerical_2009,
  title = {Numerical Analysis: Mathematics of Scientific Computing},
  author = {Kincaid, David and Cheney, Elliott W.},
  year = {2009},
  edition = {3. ed},
  publisher = {{American Mathematical Society}},
  address = {{Providence, RI}},
  annotation = {OCLC: 729930790},
  language = {eng},
  number = {2},
  series = {Pure and Applied Undergraduate Texts}
}

@inproceedings{kulis_revisiting_2012,
  title = {Revisiting {{K}}-Means: {{New Algorithms}} via {{Bayesian Nonparametrics}}},
  booktitle = {Proceedings of the 29th {{International Coference}} on {{International Conference}} on {{Machine Learning}}},
  author = {Kulis, Brian and Jordan, Michael I.},
  year = {2012},
  pages = {1131--1138},
  publisher = {{Omnipress}},
  address = {{USA}},
  isbn = {978-1-4503-1285-1},
  series = {{{ICML}}'12}
}

@article{kunsch_jackknife_1989,
  title = {The {{Jackknife}} and the {{Bootstrap}} for {{General Stationary Observations}}},
  author = {Kunsch, Hans R.},
  year = {1989},
  month = sep,
  volume = {17},
  pages = {1217--1241},
  journal = {The Annals of Statistics},
  language = {en},
  number = {3}
}

@article{ngo_trace_2012,
  title = {The {{Trace Ratio Optimization Problem}}},
  author = {Ngo, T. T. and Bellalij, M. and Saad, Y.},
  year = {2012},
  month = jan,
  volume = {54},
  pages = {545--569},
  journal = {SIAM Review},
  language = {en},
  number = {3}
}

@article{oh_bayesian_2001a,
  title = {Bayesian {{Multidimensional Scaling}} and {{Choice}} of {{Dimension}}},
  author = {Oh, Man-Suk and Raftery, Adrian E},
  year = {2001},
  month = sep,
  volume = {96},
  pages = {1031--1044},
  journal = {Journal of the American Statistical Association},
  number = {455}
}

@inproceedings{pekalska_noneuclidean_2006,
  title = {Non-{{Euclidean}} or {{Non}}-Metric {{Measures Can Be Informative}}},
  booktitle = {Structural, {{Syntactic}}, and {{Statistical Pattern Recognition}}},
  author = {Pękalska, El\textbackslash.zbieta and Harol, Artsiom and Duin, Robert P. W. and Spillmann, Barbara and Bunke, Horst},
  editor = {Yeung, Dit-Yan and Kwok, James T. and Fred, Ana and Roli, Fabio and {de Ridder}, Dick},
  year = {2006},
  pages = {871--880},
  publisher = {{Springer Berlin Heidelberg}},
  address = {{Berlin, Heidelberg}},
  isbn = {978-3-540-37241-7}
}

@article{politis_stationary_1994,
  title = {The {{Stationary Bootstrap}}},
  author = {Politis, Dimitris N. and Romano, Joseph P.},
  year = {1994},
  month = dec,
  volume = {89},
  pages = {1303},
  issn = {01621459},
  doi = {10.2307/2290993},
  journal = {Journal of the American Statistical Association},
  number = {428}
}

@article{sanderson_armadillo_2016,
  title = {Armadillo: A Template-Based {{C}}++ Library for Linear Algebra},
  author = {Sanderson, Conrad and Curtin, Ryan},
  year = {2016},
  month = jun,
  volume = {1},
  pages = {26},
  journal = {The Journal of Open Source Software},
  number = {2}
}

@article{torgerson_multidimensional_1952,
  title = {Multidimensional Scaling: {{I}}. {{Theory}} and Method},
  author = {Torgerson, Warren S.},
  year = {1952},
  month = dec,
  volume = {17},
  pages = {401--419},
  issn = {0033-3123, 1860-0980},
  doi = {10.1007/BF02288916},
  journal = {Psychometrika},
  language = {en},
  number = {4}
}

@inproceedings{wang_trace_2007,
  title = {Trace {{Ratio}} vs. {{Ratio Trace}} for {{Dimensionality Reduction}}},
  booktitle = {2007 {{IEEE Conference}} on {{Computer Vision}} and {{Pattern Recognition}}},
  author = {Wang, Huan and Yan, Shuicheng and Xu, Dong and Tang, Xiaoou and Huang, Thomas},
  year = {2007},
  month = jun,
  pages = {1--8},
  publisher = {{IEEE}},
  address = {{Minneapolis, MN}}
}

@article{warshall_theorem_1962,
  title = {A {{Theorem}} on {{Boolean Matrices}}},
  author = {Warshall, Stephen},
  year = {1962},
  month = jan,
  volume = {9},
  pages = {11--12},
  journal = {Journal of the ACM},
  number = {1}
}

@article{yangqingjia_trace_2009,
  title = {Trace {{Ratio Problem Revisited}}},
  author = {{Yangqing Jia} and {Feiping Nie} and {Changshui Zhang}},
  year = {2009},
  month = apr,
  volume = {20},
  pages = {729--735},
  journal = {IEEE Transactions on Neural Networks},
  number = {4}
}


