Sanjoy Dasgupta

EECS Department, University of California, Berkeley

Technical Report No. UCB/CSD-99-1047

, 1999

http://www2.eecs.berkeley.edu/Pubs/TechRpts/1999/CSD-99-1047.pdf

We give the first provably correct algorithm for learning a mixture of Gaussians from data. The running time is only linear in the dimension of the data and polynomial in the number of Gaussians.

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BibTeX citation:

@techreport{Dasgupta:CSD-99-1047,
    Author= {Dasgupta, Sanjoy},
    Title= {Learning Mixtures of Gaussians},
    Year= {1999},
    Month= {May},
    Url= {http://www2.eecs.berkeley.edu/Pubs/TechRpts/1999/5673.html},
    Number= {UCB/CSD-99-1047},
    Abstract= {We give the first provably correct algorithm for learning a mixture of Gaussians from data. The running time is only linear in the dimension of the data and polynomial in the number of Gaussians.},
}

EndNote citation:

%0 Report
%A Dasgupta, Sanjoy 
%T Learning Mixtures of Gaussians
%I EECS Department, University of California, Berkeley
%D 1999
%@ UCB/CSD-99-1047
%U http://www2.eecs.berkeley.edu/Pubs/TechRpts/1999/5673.html
%F Dasgupta:CSD-99-1047