Global ETD Search
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Showing 1 to 3 of 3 for “"generative algorithm"”.
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Design of genetic regulatory networks
… capitalizes on the representational power of generative algorithms. Inspired by preferential attachment and generative graph grammars, we present new generative models that can incorporate both growth processes and “if-then"" statement rules. These generative models are used as an abstract …
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Benchmarking methods for label-free quantitative proteomics data analysis
… over existing datasets. Chapter 5 introduces a generative algorithm for producing LFQ proteomics datasets to aid the development of tools for analysing processed LFQ data. In Chapter 6, I will illustrate how Bayesian hierarchical models can be used for analysing LFQ data and then highlight the …
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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 …