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Mattias Villani

  • Professor
  • Professor
  • Linkoping University Institute of Technology Department of Biomedical Engineering
  • 46PublicationsNumber of items in Mattias's My Publications folder on Mendeley.
  • 4Followers

Research interests

computational statistics.Bayesian inference

Groups

Co-authors (38)

  • Bertil Wegmann
  • Anders Eklund
  • Mārtiņš Liberts
  • Feng Li

Publications (5)

  • Sparse Partially Collapsed MCMC for Parallel Inference in Topic Models

    • Magnusson M
    • Jonsson L
    • Villani M
    • et al.
    N/AReaders
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  • Bayesian diffusion tensor estimation with spatial priors

    • Gu X
    • Sidén P
    • Wegmann B
    • et al.
    N/AReaders
    N/ACitations
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  • Automatic Localization of Bugs to Faulty Components in Large Scale Software Systems Using Bayesian Classification

    • Jonsson L
    • Broman D
    • Magnusson M
    • et al.
    N/AReaders
    N/ACitations
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  • Intrusion-damage assessment and mitigation in cyber-physical systems for control applications

    • Mahfouzi R
    • Aminifar A
    • Eles P
    • et al.
    N/AReaders
    N/ACitations
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  • Perception-aware power management for mobile games via dynamic resolution scaling

    • Maghazeh A
    • Bordoloi U
    • Villani M
    • et al.
    N/AReaders
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Professional experience

Professor

Linköping University

June 2011 - Present

Researcher

Sveriges Riksbank

May 2003 - May 2011(8 years)

Education

Ph.D.

Department of Statistics, Stockholm University

September 1996 - May 2000(4 years)