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| A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems Journal article
IEEE Transactions on Automatic Control, 2019,Volume: 64,Issue: 2,Page: 526-537
Authors: Chen G.-Y.; Gan M.; Chen C.L.P.; Li H.-X.
  Favorite | View/Download：18/0 | TC[WOS]:71 TC[Scopus]:76 | Submit date：2019/02/11
Data fitting regularization separable nonlinear least squares (SNLLS) variable projection (VP) weighted generalized cross validation (WGCV) |
| Regularized estimation for the least absolute relative error models with a diverging number of covariates Journal article
Computational Statistics and Data Analysis, 2016,Volume: 96,Page: 104-119
Authors: Xia X.; Liu Z. ; Yang H.
Favorite | View/Download：8/0 | TC[WOS]:4 TC[Scopus]:4 | Submit date：2019/02/14
Diverging Number Of Covariates Least Absolute Relative Error Least Squares Approximation Oracle Properties Variable Selection |
| Graph-based lexicon regularization for PCFG with latent annotations Journal article
IEEE Transactions on Audio, Speech and Language Processing, 2015,Volume: 23,Issue: 3,Page: 441-450
Authors: Zeng X.; Wong D.F.; Chao L.S.; Trancoso I.
Favorite | View/Download：14/0 | TC[WOS]:2 TC[Scopus]:4 | Submit date：2018/12/24
Graph Propagation Natural Language Processing Neural Word Representation Syntax Parsing |
| An adaptive regularization method for sparse representation Journal article
Integrated Computer-Aided Engineering, 2014,Volume: 21,Issue: 1,Page: 91-100
Authors: Xu B.; Guo P.; Chen C.L.P.
Favorite | View/Download：8/0 | TC[WOS]:5 TC[Scopus]:7 | Submit date：2019/02/11
Adaptive regularization parameter estimation L1 norm minimization Sparse representation classification |
| Multi-regularization parameters estimation for Gaussian mixture classifier based on MDL principle Conference paper
NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications
Authors: Zhou X.; Guo P.; Philip Chen C.L.
Favorite | View/Download：9/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/02/11
Covariance matrix estimation Gaussian classifier Minimum description length Multi-regularization parameters selection |
| Regularization parameter estimation for feedforward neural networks Journal article
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2003,Volume: 33,Issue: 1,Page: 35-44
Authors: Guo P.; Lyu M.R.; Chen C.L.P.
Favorite | View/Download：5/0 | TC[WOS]:56 TC[Scopus]:61 | Submit date：2019/02/11
Regularization parameter estimation Small training data set Tikhonov regularizer |
