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Physical Review D, ISSN 2470-0010, 03/2019, Volume 99, Issue 6
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 2013, Volume 24, Issue 1, pp. 31 - 41
In this paper, we focus on the research of fast deconvolution algorithm based on the non-convex L (q=12,23) sparse regularization. Recently, we have deduced... 
L2/3 regularization | Image deconvolution | Variable splitting | Sparsity | regularization | L1/2 regularization | Thresholding formula | COMPUTER SCIENCE, SOFTWARE ENGINEERING | L-1/2 regularization | SPARSE REPRESENTATION | L-0 regularization | COMPUTER SCIENCE, INFORMATION SYSTEMS | L-2/3 regularization | L-1 regularization | ALGORITHMS | Analysis | Algorithms
Journal Article
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 01/2018, Volume 37, Issue 7
The correct affiliation for Yuan Gao, Kun Wang, and Jie Tian is as follows: 
Bioluminescence | Regularization
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 09/2015, Volume 27, Issue 9, pp. 2564 - 2574
Journal Article
Wiley Interdisciplinary Reviews: Computational Statistics, ISSN 1939-5108, 09/2011, Volume 3, Issue 5, pp. 481 - 481
Journal Article
Statistical Science, ISSN 0883-4237, 11/2012, Volume 27, Issue 4, pp. 538 - 557
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 07/2016, Volume 27, Issue 7, p. 1550
  Previous studies have shown that image patches can be well represented as a sparse linear combination of elements from an appropriately selected... 
Regularization methods
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 07/2007, Volume 8, pp. 1519 - 1555
Journal Article
Mathematics and Computers in Simulation, ISSN 0378-4754, 2011, Volume 81, Issue 9, pp. 1795 - 1841
In the literature on regularization, many different parameter choice methods have been proposed in both deterministic and stochastic settings. However, based... 
Ill-posed problem | Spectral cut-off regularization | Regularization parameter | Tikhonov regularization | Inverse problem
Journal Article
IEEE Transactions on Antennas and Propagation, ISSN 0018-926X, 04/2016, Volume 64, Issue 4, pp. 1373 - 1384
  Inverse scattering problems suffer from ill-posedness and ill-conditioning, necessitating the use of regularization methods to get meaningful solutions.... 
Regularization methods
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 07/2019, Volume 78, Issue 1, pp. 81 - 91
In this paper, we propose a fractional Landweber regularization method for solving a backward time-fractional diffusion problem. Choice rules for both a-priori... 
Fractional Landweber regularization method | Regularization parameter choice rule | Convergence estimate | Time-fractional diffusion equation | Regularization methods | Regularization
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 04/2013, Volume 22, Issue 2, pp. 231 - 245
For high-dimensional supervised learning problems, often using problem-specific assumptions can lead to greater accuracy. For problems with grouped covariates,... 
Model | Regression | Penalize | Nesterov | Regularize | Regularization and the Lasso | STATISTICS & PROBABILITY | REGULARIZATION | SELECTION
Journal Article
Inverse Problems, ISSN 0266-5611, 01/2017, Volume 33, Issue 1, p. 15003
The inversion of two-dimensional NMR data is an ill-posed problem related to the numerical computation of the inverse Laplace transform. The Uniform Penalty... 
spatially adapted regularization parameter | NMR data inversion | nonnegative Tikhonov regularization | LAPLACE INVERSION | MATHEMATICS, APPLIED | MULTIEXPONENTIAL DECAY DATA | CONSTRAINTS | TRANSFORM | REGULARIZATION | PHYSICS, MATHEMATICAL
Journal Article
Journal of Sound and Vibration, ISSN 0022-460X, 06/2018, Volume 423, pp. 141 - 160
The regularization technique has been developed for structural health monitoring and damage detection through employing the sparsity condition of structural... 
l1 regularization | Damage detection | Sparsity | Regularization parameter | Vibration method | regularization
Journal Article
Physical Review Letters, ISSN 0031-9007, 07/2019, Volume 123, Issue 4
The treatment of γ5 in dimensional regularization leads to ambiguities in field-theoretic calculations, of which one example is the coefficient of a particular... 
Mathematical analysis | Regularization | Consistency
Journal Article
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