Patents by Inventor Johan Svensen

Johan Svensen has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Robust bayesian mixture modeling
    Publication number: 20050119829
    Abstract: A Bayesian treatment of mixture models is based on individual components having Student distributions, which have heavier tails compared to the exponentially decaying tails of Gaussians. The mixture of Student distribution components is characterized by a set of modeling parameters. Tractable approximations of the posterior distributions of individual modeling parameters are optimized and used to generate a data model for a set of input data.
    Type: Application
    Filed: November 28, 2003
    Publication date: June 2, 2005
    Inventors: Christopher Bishop, Johan Svensen