Maximum Likelihood Estimates for Gaussian Mixtures Are Transcendental

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Maximum Likelihood Estimates for Gaussian Mixtures Are Transcendental

27 August 2015

Carlos Améndola

Bernd Sturmfels

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Papers citing "Maximum Likelihood Estimates for Gaussian Mixtures Are Transcendental"

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Title
An Efficient 1 Iteration Learning Algorithm for Gaussian Mixture Model And Gaussian Mixture Embedding For Neural Network Weiguo Lu Xuan Wu Deng Ding Gangnan Yuan BDL 53 1 0 18 Aug 2023
Fast approximations of the Jeffreys divergence between univariate Gaussian mixture models via exponential polynomial densities Frank Nielsen 98 12 0 13 Jul 2021
Estimating Gaussian mixtures using sparse polynomial moment systems J. Lindberg Carlos Améndola J. Rodriguez 56 9 0 29 Jun 2021
Exact Solutions in Log-Concave Maximum Likelihood Estimation Alexandros Grosdos Alexander Heaton Kaie Kubjas Olga Kuznetsova Georgy Scholten Miruna-Stefana Sorea 70 3 0 10 Mar 2020
Sampling Can Be Faster Than Optimization Yian Ma Yuansi Chen Chi Jin Nicolas Flammarion Michael I. Jordan 72 186 0 20 Nov 2018
Improved Deep Spectral Convolution Network For Hyperspectral Unmixing With Multinomial Mixture Kernel and Endmember Uncertainty Savas Ozkan G. Akar UQCV 109 14 0 03 Aug 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models Soheil Kolouri Gustavo K. Rohde Heiko Hoffmann 82 122 0 15 Nov 2017
On $w$ -mixtures: Finite convex combinations of prescribed component distributions Frank Nielsen Richard Nock CoGe 56 11 0 02 Aug 2017
Maximum Number of Modes of Gaussian Mixtures Carlos Améndola Alexander Engstrom Christian Haase 72 31 0 16 Feb 2017
Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences Chi Jin Yuchen Zhang Sivaraman Balakrishnan Martin J. Wainwright Michael I. Jordan 147 132 0 04 Sep 2016
Guaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities Frank Nielsen Ke Sun 80 81 0 19 Jun 2016
Moment Varieties of Gaussian Mixtures Carlos Améndola J. Faugère Bernd Sturmfels 61 53 0 15 Oct 2015