simple two-round variant

JMLR
2007

87views more JMLR 2007»

A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians

14 years 10 days ago

We show that, given data from a mixture of k well-separated spherical Gaussians in Rd, a simple two-round variant of EM will, with high probability, learn the parameters of the Ga...

Sanjoy Dasgupta, Leonard J. Schulman

claim paper

Read More »

click to vote

UAI
2000

101views Artificial Intelligence» more UAI 2000»

A Two-Round Variant of EM for Gaussian Mixtures

14 years 1 months ago

Download www.cs.caltech.edu

We show that, given data from a mixture of

Sanjoy Dasgupta, Leonard J. Schulman

claim paper

Read More »

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers