Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy
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[1] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[2] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[3] H. Walker,et al. An iterative procedure for obtaining maximum-likelihood estimates of the parameters for a mixture of normal distributions , 1978 .
[4] New York Dover,et al. ON THE CONVERGENCE PROPERTIES OF THE EM ALGORITHM , 1983 .
[5] R. Redner,et al. Mixture densities, maximum likelihood, and the EM algorithm , 1984 .
[6] A. F. Smith,et al. Statistical analysis of finite mixture distributions , 1986 .
[7] Thomas M. Cover,et al. Elements of Information Theory , 2005 .
[8] E. Sackinger,et al. Neural-Network and k-Nearest-neighbor Classifiers , 1991 .
[9] J. Q. Smith,et al. 1. Bayesian Statistics 4 , 1993 .
[10] Anil K. Jain,et al. Neural networks and pattern recognition , 1994 .
[11] Manfred K. Warmuth,et al. Additive versus exponentiated gradient updates for linear prediction , 1995, STOC '95.
[12] Christopher M. Bishop,et al. Neural networks for pattern recognition , 1995 .
[13] Manfred K. Warmuth,et al. Worst-case Loss Bounds for Single Neurons , 1995, NIPS.
[14] Harris Drucker,et al. Comparison of learning algorithms for handwritten digit recognition , 1995 .
[15] Michael I. Jordan,et al. Convergence results for the EM approach to mixtures of experts architectures , 1995, Neural Networks.
[16] Michael I. Jordan,et al. On Convergence Properties of the EM Algorithm for Gaussian Mixtures , 1996, Neural Computation.
[17] Eric Bauer,et al. Update Rules for Parameter Estimation in Bayesian Networks , 1997, UAI.
[18] Manfred K. Warmuth,et al. Exponentiated Gradient Versus Gradient Descent for Linear Predictors , 1997, Inf. Comput..
[19] Omid Omidvar,et al. Neural Networks and Pattern Recognition , 1997 .
[20] Yoram Singer,et al. A Comparison of New and Old Algorithms for a Mixture Estimation Problem , 1995, COLT '95.