Fetching the paper…
Reading the bibliography…
In this paper we present a method for learning the parameters of a mixture of $k$ identical spherical Gaussians in $n$-dimensional space with an arbitrarily small separation between the components.
Finite Mixture Distributions
B. S. Everitt and D. J. Hand · 1981
Earlier work this paper cites.
Statistical Analysis of Finite Mixture Distributions
D. Titterington, A. Smith, and U. Makov · 1985
Earlier work this paper cites.
Mixture Models: Inference and Applications to Clustering
G. J. McLachlan and K. E. Basford · 1988
Earlier work this paper cites.
Moment Matrices: Applications in Mixtures
B. G. Lindsay · 1989
Earlier work this paper cites.
Numerical Analysis
R. L. Burden and J. D. Faires · 1993
Earlier work this paper cites.
Optimal Rate of Convergence for Finite Mixture Models
H. Chen · 1995
Earlier work this paper cites.
Mixture Models: Theory Geometry and Applications
B. G. Lindsay · 1995
Earlier work this paper cites.
M. P. Wand and M. C Jones · 1995
Earlier work this paper cites.
Learning Mixture of Gaussians
S. Dasgupta · 1999
Cited alongside, same era.
A Two Round Variant of EM for Gaussian Mixtures
S. Dasgupta and L. Schulman · 2000
Cited alongside, same era.
Finite Mixture Models
G. J. McLachlan and D. Peel · 2000
Cited alongside, same era.
Learning Mixtures of Arbitrary Gaussians
S. Arora and R. Kannan · 2001
Cited alongside, same era.
A Spectral Algorithm for Learning Mixture of Distributions
S. Vempala and G. Wang · 2002
Cited alongside, same era.
On Spectral Learning of Mixture of Distributions
D. Achlioptas and F. McSherry · 2005
Cited alongside, same era.
On Learning Mixture of Heavy Tailed Distributions
A. Dasgupta, J. E. Hopcroft, J. Kleinberg, and M. Sandler · 2005
PAC Learning Mixture of Axis Aligned Gaussians with No Separation Assumption
J. Feldman, R. A. Servedio, and R. O’Donnell · 2006
Later among the works it cites.
Isotropic pca and affine-invariant clustering
S. C. Brubaker and S. Vempala · 2008
Later among the works it cites.
Beyond Gaussians: Spectral Methods for Learning Mixtures of Heavy Tailed Distributions
K. Chaudhuri and S. Rao · 2008
Later among the works it cites.
Learning Mixtures of Product Distributions Using Correlations and Independence
K. Chaudhuri and S. Rao · 2008
Later among the works it cites.
Learning Mixture of Product Distributions over Discrete Domains
J. Feldman, O. D’Onnell, and R. Servedio · 2008
Later among the works it cites.
Introduction to Nonparametric Estimation
A. B. Tsybakov · 2009
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
The Spectral Method for General Mixture Models
R. Kannan, H. Salmasian, and S. Vempala · 2005
Cited alongside, same era.
Contributions to the mathematical theory of evolution
K. Pearson
Cited in the paper.
Efficiently Learning Mixture of Two Gaussians
A. T. Kalai, A. Moitra, and G. Valiant · 2010
Closest in time.