references.bib

@misc{OLS,
author = {Nathaniel Beck},
title = {OLS in Matrix Form},
url = {https://web.stanford.edu/~mrosenfe/soc_meth_proj3/matrix_OLS_NYU_notes.pdf},
year = {2009},
}

@book{Strang:19,
author = {Gilbert Strang},
title = {Linear Algebra and Learning from Data},
year = {2019},
publisher = {Wellesley-Cambridge Press}
}

@misc{SGD,
author = {Suvrit Sra},
title = {Lecture 25: Stochastic Gradient Descent. Matrix Methods in Data Analysis, Signal Processing, and Machine Learning},
url = {https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/lecture-25-stochastic-gradient-descent/},
year = {2018},
howpublished = {MIT OpenCourseWare}
}

@misc{Nielsen:19,
author = {Michael Nielsen},
title = {A visual proof that neural nets can compute any function},
url = {http://neuralnetworksanddeeplearning.com/chap4.html},
year = {2019},
}

@misc{SVM,
author = {Patrick Winston},
title = {16. Learning: Support Vector Machines (in lecture of MIT 6.034 Artificial Intelligence, Fall 2010)},
year = {2010},
url = {https://jakevdp.github.io/PythonDataScienceHandbook/05.07-support-vector-machines.html},
}

@article{Lloyd:82,
author = {Stuart P. Lloyd},
title = {Least squares quantization in PCM},
journal = {IEEE Transactions on Information Theory},
volume = {28},
pages = {129--136},
year = {1982}
}

@inproceedings{MacQueen:67,
author = {James B. MacQueen},
title = {Some Methods for classification and Analysis of Multivariate Observations},
booktitle = {Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability},
volume = {1},
pages = {281--297},
year = {1967}
}

@article{Mahajan:12,
author = {Meena Mahajan and Prajakta Nimbhorkar and Kasturi Varadarajan},
title = {The Planar k-Means Problem is NP-Hard},
journal = {Theoretical Computer Science},
volume = {442},
pages = {13--21},
url = {https://doi.org/10.1016/j.tcs.2010.05.034},
year = {2012}
}

@article{Allport:36,
author = {Gordon W. Allport and Henry S. Odbert},
title = {Trait-names: A psycho-lexical study},
journal = {Psychological Monographs},
volume = {47},
number = {1},
pages = {1--171},
year = {1936}
}

@article{Cattell:43,
author = {Raymond B. Cattell},
title = {The description of personality: basic traits resolved into clusters},
journal = {Journal of Abnormal and Social Psychology},
volume = {38},
number = {4},
pages = {476--506},
year = {1943}
}

@article{Goldberg:82,
author = {Lewis R. Goldberg},
title = {From Ace to Zombie: Some explorations in the language of personality},
journal = {Advances in personality assessment},
volume = {1},
pages = {203--234},
year = {1982}
}

@article{Goldberg:92,
author = {Lewis R. Goldberg},
title = {The development of markers for the Big-Five factor structure},
journal = {Psychological assessment},
volume = {4},
number = {1},
pages = {26--42},
year = {1992}
}

@article{Lo:17,
author = {Min-Tzu Lo and David A Hinds and Joyce Y Tung and Carol Franz and Chun-Chieh Fan and Yunpeng Wang and Olav B Smeland and Andrew Schork and Dominic Holland and Karolina Kauppi and Nilotpal Sanyal and Valentina Escott-Price and Daniel J Smith amd Michael O'Donovan and Hreinn Stefansson and Gyda Bjornsdottir and Thorgeir E Thorgeirsson and Kari Stefansson and Linda K McEvoy and Anders M Dale and Ole A Andreassen and Chi-Hua Chen},
title = {Genome-wide analyses for personality traits identify six genomic loci and show correlations with psychiatric disorders},
journal = {Nature Genetics},
volume = {49},
pages = {152--156},
year = {2017}
}

@article{John:88,
author = {Oliver P. John and Alois Angleitner and Fritz Ostendorf},
title = {The lexical approach to personality: A historical review of trait taxonomic research},
journal = {European Journal of Personality},
volume = {2},
number = {3},
pages = {171--203},
year = {1988}
}

@article{Norman:63,
author = {Warren T. Norman},
title = {Toward an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality ratings},
journal = {Journal of Abnormal and Social Psychology},
volume = {66},
number = {6},
pages = {574–-583},
year = {1963}
}

@article{Kojio:12,
author = {小塩真司 and 阿部晋吾 and カトローニ・ピノ},
title = {日本語版Ten Item Personality Inventory (TIPI-J) 作成の試み},
journal = {パーソナリティ研究},
number = {21},
pages = {40--52},
year = {2012}
}

@misc{Dasgupta:08,
author = {Sanjoy Dasgupta},
title = {CSE 291: Unsupervised learning: Lecture 7 — Spectral methods},
url = {https://cseweb.ucsd.edu/~dasgupta/291-unsup/lec7.pdf},
year = {2008}
}