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EXTENDED BAUM TRANSFORMATIONS FOR GENERAL FUNCTIONS, II
Multidimensional Multivariate Gaussuan Mixture Extended Baum-Welch transformations discriminative training estimation of statistical parameters maximum mutual informaiton estimation
2015/7/30
The discrimination technique for estimating the parameters of Gaussian mixtures that is based on the Extended Baum transformations (EB) has had significant impact on the speech recognition community. ...
Markov property of determinantal processes with extended sine, Airy, and Bessel kernels
Determinantal processes Correlation kernels Random matrix theory Infinite particle systems Markov property Entire function and topology
2011/7/7
When the number of particles is finite, the noncolliding Brownian motion (the Dyson model) and the noncolliding squared Bessel process are determinantal diffusion processes for any deterministic initi...
Extended Range Profiling in Stepped-Frequency Radar with Sparse Recovery
Extended Range Profiling Stepped-Frequency Radar Sparse Recovery
2010/12/13
The newly emerging theory of compressed sensing
(CS) enables restoring a sparse signal from inadequate number of linear projections. Based on compressed sensing theory, a new algorithm of high-resolu...