Supplementary bibliography Books Journals Misra, J., & Gries, D. (1982). Finding repeated elements . Science of computer programming, 2(2), 143-152. Ghashami, M., Liberty, E., Phillips, J. M., & Woodruff, D. P. (2016). Frequent directions: Simple and deterministic matrix sketching . SIAM Journal on Computing, 45(5), 1762-1792. Madeleine Udell, Corinne Horn, Reza Zadeh, and Stephen Boyd, Generalized low rank models , Foundations and Trends® in Machine Learning 9, no. 1, pp. 1-118, 2016. Madeleine Udell and Alex Townsend, Why are big data matrices approximately low rank? SIAM Journal on Mathematics of Data Science vol. 1, no. 1, pp. 144-160, 2019. Geoffrey Hinton and Sam Roweis, Stochastic Neighbor Embedding , In Advances in Neural Information Processing Systems, vol. 15, pp. 833-840, 2002. Laurens Van der Maaten and Geoffrey Hinton, Visualizing data using t-SNE , Journal of Machine Learning Research, vol. 9, no. 11, pp. 2579-2605, 2008.
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