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Showing 1 to 1 of 1 for “"mutual information based generalization bounds"”.
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Information-theoretic bounds in learning algorithms
… machine learning algorithms from an information-theoretic point of view. More specifically, we apply information-theoretic tools to construct performance bounds for the learning algorithms, with the goal of deepening the understanding of current algorithms and inspiring new learning …