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Machine learning also has personal ties to optimization: A lot of learning troubles are formulated as minimization of some reduction function with a training list of examples. Reduction functions express the discrepancy concerning the predictions of the model being experienced and the actual difficulty scenarios (for example, in classification, a s

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