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Journal of machine learning research, ISSN 1532-4435, 11/2011, Volume 12, pp. 3371 - 3412
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 12/2016, Volume 111, Issue 516, pp. 1608 - 1622
Rotational post hoc transformations have traditionally played a key role in enhancing the interpretability of factor analysis. Regularization methods also... 
Sparsity
Journal Article
by Xu, Li and Lu, Cewu and Xu, Yi and Jia, Jiaya
Proceedings of the 2011 SIGGRAPH Asia Conference, ISSN 0730-0301, 12/2011, Volume 30, Issue 6, pp. 1 - 12
We present a new image editing method, particularly effective for sharpening major edges by increasing the steepness of transition while eliminating a... 
image smoothing | sharpening | filtering | L 0 sparsity | Image smoothing | Sharpening | sparsity | Filtering | SPACE | COMPUTER SCIENCE, SOFTWARE ENGINEERING | L-0 sparsity
Conference Proceeding
IEEE Transactions on Signal Processing, ISSN 1053-587X, 06/2014, Volume 62, Issue 11, pp. 2803 - 2813
Journal Article
IEEE transactions on signal processing, ISSN 1053-587X, 05/2011, Volume 59, Issue 5, pp. 1985 - 2001
Journal Article
Scientific reports, ISSN 2045-2322, 2016, Volume 6, Issue 1, p. 26133
Three-dimensional (3D) remote imaging attracts increasing attentions in capturing a target's characteristics. Although great progress for 3D remote imaging has... 
MULTIDISCIPLINARY SCIENCES | Sparsity | Illumination | Scanning
Journal Article
by Xu, Li and Lu, Cewu and Xu, Yi and Jia, Jiaya
ACM transactions on graphics, ISSN 0730-0301, 12/2011, Volume 30, Issue 6
Journal Article
IEEE transactions on signal processing, ISSN 1053-587X, 03/2011, Volume 59, Issue 3, pp. 936 - 952
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 04/2017, Volume 39, Issue 4, pp. 818 - 832
Journal Article
Journal Article
IEEE transactions on information theory, ISSN 1557-9654, 2019, Volume 65, Issue 7, pp. 4434 - 4456
Journal Article
Econometric reviews, ISSN 0747-4938, 11/2016, Volume 35, Issue 8-10, pp. 1582 - 1608
We apply the generalized method of moments-least absolute shinkage and selection operator (GMM-Lasso) (Caner, 2009) to a linear structural model with many... 
Sparsity
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 11/2013, Volume 32, Issue 6, pp. 1 - 10
3D printers have become popular in recent years and enable fabrication of custom objects for home users. However, the cost of the material used in printing... 
sparsity optimization | fabrication | 3D printing | frame structure | Fabrication | Frame structure | Sparsity optimization | COMPUTER SCIENCE, SOFTWARE ENGINEERING | OPTIMIZATION | Approximation
Journal Article
The Annals of statistics, ISSN 0090-5364, 2013, Volume 41, Issue 3, pp. 1111 - 1141
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2017, Volume 261, pp. 242 - 252
In order to seek non-propagation method to train generalized single-hidden layer feed forward neural networks, extreme learning machine was proposed, which has... 
Group sparsity | Sparse representation | Extreme learning machine | Sparsity preserving | Image classification | REGRESSION | FACE RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Neural networks | Analysis
Journal Article
International journal of computer vision, ISSN 1573-1405, 2018, Volume 126, Issue 8, pp. 797 - 821
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 01/2014, Volume 62, Issue 1, pp. 211 - 224
Journal Article
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