Induction, Popper, and machine learning

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  http://arxiv.org/abs/2110.00840   Francis Bacon popularized the idea that science is based on a process of induction by which repeated observations are, in some unspecified way, generalized to theories based on the assumption that the future resembles the past. This … Continued

Fairness in Missing Data Imputation

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Missing data are ubiquitous in the era of big data and, if inadequately handled, are known to lead to biased findings and have deleterious impact on data-driven decision makings. To mitigate its impact, many missing value imputation methods have been … Continued

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