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Methods and algorithms for a statistical approach in phylogenetics
Variation of substitution rates across sites is widespread among biological sequences. A gamma distribution, defined by a shape parameter, is generally used to model... -
Information-geometric methods for mixture models
This thesis presents new methods for mixture model learning based on information geometry. We focus on mixtures of exponential families, which encompass a large number...
