Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"algorithmic information theory"”.
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Universal Transfer Learning
… elegant and beautiful ideas from the field of Algorithmic Information Theory. While developing our transfer learning mechanisms we also derive results that are interesting in and of themselves. We also developed practical approximations to our formally optimal method for Bayesian decision …
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Methods for Constructing and Exploiting Information Measures for Neural Networks
… the noted mathematician and co-founder of algorithmic information theory, once put forth the claim that “compression is comprehension” [28]. This hypothesis, which echoes similar sentiments found in principles and theories such as Occam’s Razor and Solomonoff induction, underscores the …
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Computability and Fractal Dimension
This thesis combines computability theory and various notions of fractal dimension, mainly Hausdorff dimension. An algorithmic approach to Hausdorff measures makes it possible to define the Hausdorff dimension of individual points instead of sets in a metric space. This idea was first realized by …