tommy / data-science-papers
Papers of interest for data scientists, covering mathematics, scientific computing, optimization, statistics, etc.
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Added 10 months ago
Andrew Gelman, Aki Vehtari (2020)
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Added 10 months ago
I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle Friedler (2020)
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Added 10 months ago
Michael Betancourt, (2018)
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Added 10 months ago
Lars Buitinck et al, (2013)
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A comparison of numerical optimizers for logistic regression
(tminka.github.io)
Added 10 months ago
Thomas P. Minka, October 22, 2003 (revised Mar 26, 2007)
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Machine Learning project checklist
(ic.unicamp.br)
Added 10 months ago
From the book 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' by 'Aurélien Géron'.
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Added 10 months ago
Pedro Domingos (2012)
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Matrix Factorization Techniques for Recommender Systems
(datajobs.com)
Added 10 months ago
Yehuda Koren, Robert Bell and Chris Volinsky (2009) https://doi.org/10.1109/MC.2009.263
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Statistical Modeling: The Two Cultures
(doi.org)
Added 10 months ago
Leo Breiman. Statist. Sci. 16 (3) 199 - 231, August 2001
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Factorization Machines
(ismll.uni-hildesheim.de)
Added 10 months ago
Rendle, S. (2010). 2010 IEEE International Conference on Data Mining. doi:10.1109/icdm.2010.127
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Created: April 26, 2025 Updated: November 2, 2025
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