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What Is Statistical Learning, and What Statistical Learning Is Not
2009AbstractThis chapter discusses statistical learning and its role in language acquisition. It focuses on three issues that are implicit in this characterization of statistical learning: the nature of the computations, the complexity of the learning problem, and the role of artificial languages.
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A Survey on Statistical Relational Learning
2010The vast majority of work in Machine Learning has focused on propositional data which is assumed to be identically and independently distributed, however, many real world datasets are relational and most real world applications are characterized by the presence of uncertainty and complex relational structure where the data distribution is neither ...
Hassan Khosravi, Bahareh Bina
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Complete Statistical Theory of Learning
Automation and Remote Control, 2019zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Machine learning for microbiologists
Nature Reviews Microbiology, 2023Andrew Maltez Thomas +2 more
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Machine learning methods to model multicellular complexity and tissue specificity
Nature Reviews Materials, 2021Olga Troyanskaya +2 more
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Machine learning sheds light on microbial dark proteins
Nature Reviews Microbiology, 2023Crysten Blaby +2 more
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Deep learning shapes single-cell data analysis
Nature Reviews Molecular Cell Biology, 2022Dong Xu, Qin Ma
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