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Pattern Recognition and Machine Learning by Bishop

Pattern Recognition and Machine Learning by Bishop

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The von-Mises distribution is a Gaussian on a periodic domain. It is given by p(xj 0;m) = 1 2ˇI 0(m) exp[mcos( 0)]: The exponential family The exponential family is given by p(xj ) = g( )h(x)exp Tu(x) and many probability functions are members of this family. The entries of the vector are called natural parameters, and g( ) is a normalization ...

  Machine, Learning, Recognition, Semi, Patterns, Von mises, Pattern recognition and machine learning

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