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Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities
16 June 2019
Wei Qian
Yuqian Zhang
Yudong Chen
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ArXiv (abs)
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Papers citing
"Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities"
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Title
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression
Jeongyeol Kwon
Wei Qian
Constantine Caramanis
Yudong Chen
Damek Davis
65
57
0
12 Oct 2018
On the Behavior of the Expectation-Maximization Algorithm for Mixture Models
Babak Barazandeh
Meisam Razaviyayn
35
17
0
24 Sep 2018
Statistical guarantees for the EM algorithm: From population to sample-based analysis
Sivaraman Balakrishnan
Martin J. Wainwright
Bin Yu
313
481
0
09 Aug 2014
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