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Computational Statistics and Data Analysis, ISSN 0167-9473, 10/2016, Volume 102, pp. 23 - 36
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 12/2016, Volume 64, Issue 23, pp. 6211 - 6226
Journal Article
IEEE Communications Letters, ISSN 1089-7798, 03/2017, Volume 21, Issue 3, pp. 520 - 523
We consider physical layer security in a multi-input multi-output multi-eavesdropper wiretap channel and present an exact solution to the problem of secrecy... 
Transmitters | Receivers | MIMOME | Cost function | minorization-maximization | Electronic mail | physical layer security | secrecy rate maximization | Jamming | Antennas | TELECOMMUNICATIONS | COMMUNICATION
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 12/2019, Volume 140, pp. 122 - 143
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 04/2015, Volume 63, Issue 7, pp. 1627 - 1642
... 0 -norm by a continuous surrogate function. Then an algorithm is developed via iteratively majorizing the surrogate function by a quadratic separable function, which at each iteration reduces to a regular generalized eigenvalue problem... 
smooth optimization | Signal processing algorithms | Tin | Eigenvalues and eigenfunctions | Vectors | Sparse matrices | Approximation methods | sparse generalized eigenvalue problem | Minorization-maximization | sparse PCA | Principal component analysis | MINIMIZATION | PRINCIPAL COMPONENT ANALYSIS | ALGORITHMS | MATRIX DECOMPOSITION | ENGINEERING, ELECTRICAL & ELECTRONIC | Eigenvalues | Signal processing | Principal components analysis | Research
Journal Article
Computational statistics & data analysis, ISSN 0167-9473, 2016, Volume 93, pp. 177 - 191
.... Through application of the minorization–maximization algorithm framework, an algorithm is derived that monotonically increases the likelihood in the estimation of the LMoLE model parameters... 
Minorization–maximization algorithm | Laplace distribution | Mixture of experts | Robust regression | Minorization-maximization algorithm | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | STATISTICS & PROBABILITY | CONCOMITANT VARIABLES | MODEL | FINITE MIXTURES | REGRESSIONS | IDENTIFIABILITY | Algorithms
Journal Article
Signal processing, ISSN 0165-1684, 2019, Volume 165, pp. 278 - 291
•We consider the robust estimator of mean and covariance for incomplete data.•We design two efficient algorithms for the existing robust estimator... 
Monotone missing-data pattern | Minorization–maximization | Robust estimation | Regularization | ML-ESTIMATION | ALGORITHM | MISSING DATA | CONVERGENCE | Minorization-maximization | ECM | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Numerical analysis
Journal Article
Bayesian Analysis, ISSN 1936-0975, 2014, Volume 9, Issue 1, pp. 221 - 258
In many applications it is of interest to determine a limited number of important explanatory factors (representing groups of potentially overlapping... 
Bayesian LASSO | Bayesian shrinkage estimation | EM algorithm | Minorization-maximization | REGRESSION | NETWORK | STATISTICS & PROBABILITY | ORACLE PROPERTIES | NONCONCAVE PENALIZED LIKELIHOOD | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MODEL SELECTION | LASSO | REGULARIZATION | EXPRESSION | MICROARRAY DATA
Journal Article
Journal of multivariate analysis, ISSN 0047-259X, 2020, Volume 175, p. 104540
Dynamic networks are a general language for describing time-evolving complex systems, and discrete time network models provide an emerging statistical... 
Minorization–maximization | Temporal ERGM | Variational EM algorithm | Model selection | Time-evolving network | Model-based clustering | MIXTURE | MODULARITY | STOCHASTIC BLOCKMODELS | PATTERNS | STATISTICS & PROBABILITY | PREDICTION | Minorization - maximization | COAUTHORSHIP
Journal Article
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