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ACM Transactions on Graphics (TOG), ISSN 1557-7368, 05/2012, Volume 31, Issue 3, pp. 1 - 14
Journal Article
Journal Article
Journal of computational physics, ISSN 0021-9991, 2019, Volume 377, Issue C, pp. 142 - 154
.... Representations such as the tensor tree perform near-optimally when the tree decomposition is chosen to reflect the correlation structure in question, but making such a choice is non-trivial and good... 
Tensor networks | Singular value decomposition | MATRIX | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | APPROXIMATION | FORMAT | NETWORKS | COMPUTATION | PHYSICS, MATHEMATICAL | Algorithms | Greedy algorithms | Computer memory | Tensors | Decomposition | Computational physics | Optimization | MATHEMATICS AND COMPUTING | Physics | Computer Science
Journal Article
Journal Article
Medical Physics, ISSN 0094-2405, 04/2014, Volume 41, Issue 4, pp. 041901 - n/a
Purpose: Dual energy CT (DECT) imaging plays an important role in advanced imaging applications due to its capability of material decomposition... 
conjugate gradient methods | iterative methods | Medical image noise | Medical image smoothing | noise suppression | Density measurement | Noise | Matrix theory | phantoms | Digital computing or data processing equipment or methods, specially adapted for specific applications | Computed tomography | Medical X‐ray imaging | best linear unbiased estimation | edge detection | edge predetection | Computerised tomographs | image resolution | medical image processing | covariance matrices | least squares approximations | Medical imaging | Image enhancement or restoration, e.g. from bit‐mapped to bit‐mapped creating a similar image | Numerical linear algebra | matrix inversion | Biological material, e.g. blood, urine; Haemocytometers | image denoising | image‐domain decomposition | computerised tomography | Image data processing or generation, in general | Medical image reconstruction | dual‐energy CT | General statistical methods | Medical image spatial resolution | Spatial resolution | Edge predetection | Dual-energy CT | Image-domain decomposition | Best linear unbiased estimation | Noise suppression | dual-energy CT | INITIAL-EXPERIENCE | EFFECTIVE ATOMIC NUMBER | LEAST-SQUARES APPROACH | SCATTER CORRECTION | COMPUTED-TOMOGRAPHY | image-domain decomposition | RADIATION-THERAPY | CONE-BEAM CT | EDGE-DETECTION | NOISE-REDUCTION | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | ELECTRON-DENSITY | Head - diagnostic imaging | Tomography, X-Ray Computed - methods | Algorithms | Image Processing, Computer-Assisted - methods | Phantoms, Imaging | Signal-To-Noise Ratio | SPATIAL RESOLUTION | DECOMPOSITION | ALGORITHMS | COMPUTERIZED TOMOGRAPHY | IMAGE PROCESSING | SIGNAL-TO-NOISE RATIO | INHIBITION | LEAST SQUARE FIT | IMAGES | RADIOLOGY AND NUCLEAR MEDICINE | PHANTOMS | ITERATIVE METHODS | SMOOTH MANIFOLDS
Journal Article
SIAM journal on scientific computing, ISSN 1095-7197, 2016, Volume 38, Issue 4, pp. A2405 - A2439
Journal Article
Applied and computational harmonic analysis, ISSN 1063-5203, 2018, Volume 44, Issue 2, pp. 246 - 272
.... Numerical examples, which illustrate the performance of the algorithm and compare it to other decomposition methods, are presented. 
Randomized algorithms | Matrix factorizations | Random matrices | LU decomposition | MONTE-CARLO ALGORITHMS | MATHEMATICS, APPLIED | APPROXIMATION | FACTORIZATIONS | HADAMARD-TRANSFORM | SPARSE | RANK | MODEL | MATRIX DECOMPOSITIONS | SMALLEST SINGULAR-VALUE | COMPUTATION | Computer science | Electrical engineering | Algorithms
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 09/2010, Volume 56, Issue 9, pp. 4402 - 4416
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 02/2014, Volume 62, Issue 3, pp. 641 - 656
We propose a novel decomposition framework for the distributed optimization of general nonconvex sum-utility functions arising naturally in the system design of wireless multi-user interfering systems... 
Jacobian matrices | Nonconvex multi-agent problems | Signal processing algorithms | parallel and distributed optimization | Pricing | successive convex approximation | MIMO | Approximation methods | Optimization | Convergence | GAME-THEORY | DESIGN | RESOURCE-ALLOCATION | COMPLEXITY | SPECTRUM MANAGEMENT | ALGORITHMS | COGNITIVE RADIO | POWER-CONTROL | ENGINEERING, ELECTRICAL & ELECTRONIC |