Total Variability Model Conventionally formulated as generative model over features Assumes that feature vector distribution is a GMM Distribution Free Formulation Follows from asymptotic normality of Baum-Welch statistics Connections to probabilistic PCA, matrix completion Leads to a stochastic subgradient descent based estimation algorithm Conventional Formulation Collection of feature vector...

STOCK DEFINITION AND GEOGRAPHIC RANGE The harbor seal is found in the western North Atlantic, from the eastern Canadian Arctic and Greenland south to southern New England and New York, and occasionally to the Carolinas (Boulva and McLaren 1979; Katona et al. 1993; Gilbert and Guldager 1998). Although the stock structure of the western North Atlantic population is unknown, it is thought that har...

Douglas Clark, College of Education, Payne 203F, Arizona State University, Tempe, AZ 85287-0911, USA, [email protected], Victor Sampson, College of Education, Payne 203F, Arizona State University, Tempe, AZ 85287-0911, USA, [email protected] Armin Weinberger, Ludwig-Maximilans-Universität, Leopoldstr. 13, 80802 Munich, Germany, [email protected], Gijsbert Erkens, Research C...

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