Clustering mixtures with almost optimal separation in polynomial time

Author:

Liu Allen1,Li Jerry2

Affiliation:

1. Massachusetts Institute of Technology, USA

2. Microsoft Research, USA

Publisher

ACM

Reference46 articles.

1. Sample-Optimal Density Estimation in Nearly-Linear Time

2. Jayadev Acharya Ashkan Jafarpour Alon Orlitsky and Ananda Theertha Suresh. 2014. Near-optimal-sample estimators for spherical gaussian mixtures. arXiv preprint arXiv:1402.4746. Jayadev Acharya Ashkan Jafarpour Alon Orlitsky and Ananda Theertha Suresh. 2014. Near-optimal-sample estimators for spherical gaussian mixtures. arXiv preprint arXiv:1402.4746.

3. On Spectral Learning of Mixtures of Distributions

4. Joseph Anderson , Mikhail Belkin , Navin Goyal , Luis Rademacher , and James Voss . 2014 . The more, the merrier: the blessing of dimensionality for learning large Gaussian mixtures . In Conference on Learning Theory. 1135–1164 . Joseph Anderson, Mikhail Belkin, Navin Goyal, Luis Rademacher, and James Voss. 2014. The more, the merrier: the blessing of dimensionality for learning large Gaussian mixtures. In Conference on Learning Theory. 1135–1164.

5. Learning mixtures of separated nonspherical Gaussians

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