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On learning the Gaussian mixture model, existing BYY learning algorithms are featured by a gradient-based line search with an appropriate stepsize. Learning becomes either unstable if the stepsize is too large or slow and gets stuck in a local optimal solution if the stepsize is too small. An...
Multivariate classification techniques have proven to be powerful tools for distinguishing experimental conditions in single sessions of functional magnetic resonance imaging (fMRI) data. But they are vulnerable to a considerable penalty in classification accuracy when applied across sessions or...
Psoriasis is a chronic and immune-mediated inflammatory skin disorder associated with complex genetic susceptibility. Studies focused on the immunological mechanism have revealed innate and adaptive immune activation in psoriatic lesions, including large numbers of immune cells activated to...
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