Mixture of von mises-fisher distribution with sparse prototypes

HIGHLIGHTS

  • who: Fabrice Rossi and Florian Barbaro from the Dauphine-PSL, CEREMADE UMR, France have published the paper: Mixture of von Mises-Fisher distribution with sparse prototypes, in the Journal: (JOURNAL) of December/22,/2022
  • what: The authors propose in this Article to estimate von Mises mixture using l1 penalized likelihood. The model`s behaviour studied simulated data and the authors show the advantages of the approach real data benchmark. The authors aim also at producing sparse directional means but the authors follow a different strategy. Following , the authors propose to use a l1 penalty for . . .

     

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