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Mathematics of Cognitive Systems, Information Geometry, Information Theory, Algebraic Statistics, Machine Learning, Neural Networks, Expressive Power of Statistical Models, Mixtures of Exponential Families, Restricted Boltzmann Machines, Deep Belief Networks, Data Compression.
Mathematics of Cognitive Systems, Information Geometry, Information Theory, Algebraic Statistics, Machine Learning, Neural Networks, Expressive Power of Statistical Models, Mixtures of Exponential Families, Restricted Boltzmann Machines, Deep Belief Networks, Data Compression.
'''See Also'''
[http://personal-homepages.mis.mpg.de/montufar/ Guido Montufar's Homepage]

Latest revision as of 18:20, 3 June 2011

Guido F. Montufar

  • Is third year PhD student at the Max Planck Institute for Mathematics in the Sciences in Leipzig Germany, MPI MIS.
  • He obtained the degrees 'Diplom Mathematiker' and 'Diplom Physiker' from the Technische Universitaet Berlin, TU-Berlin.

Research Interests

Mathematics of Cognitive Systems, Information Geometry, Information Theory, Algebraic Statistics, Machine Learning, Neural Networks, Expressive Power of Statistical Models, Mixtures of Exponential Families, Restricted Boltzmann Machines, Deep Belief Networks, Data Compression.

See Also

Guido Montufar's Homepage