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Showing 1 to 3 of 3 for “"uncomputability"”.

  1. Methods for Constructing and Exploiting Information Measures for Neural Networks

    … While practical results are elusive due to the uncomputability of Kolmogorov complexity, recent work on subjects such as simplicity bias and generalization in deep neural networks have brought algorithmic information theory back into the applied spotlight. We present our paper on regularising …

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  2. ON THE FOUNDATIONS OF COMPUTABILITY THEORY

    The principal motivation for this work is the observation that there are significant deficiencies in the foundations of conventional computability theory. This thesis examines the problems with conventional computability theory, including its failure to address discrepancies between theory and …

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