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cs.LG2015★ 5 cited
Modelling of directional data using Kent distributions
Parthan Kasarapu
The modelling of data on a spherical surface requires the consideration of directional probability distributions. To model asymmetrically distributed data on a three-dimensional sp…
cs.LG2015★ 1 cited
Minimum message length estimation of mixtures of multivariate Gaussian and von Mises-Fisher distributions
Parthan Kasarapu, Lloyd Allison
Mixture modelling involves explaining some observed evidence using a combination of probability distributions. The crux of the problem is the inference of an optimal number of mixt…