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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 |  | TC[WOS]:81 TC[Scopus]:87 | Submit date:2019/02/11
Data fitting  regularization  separable nonlinear least squares (SNLLS)  variable projection (VP)  weighted generalized cross validation (WGCV)  
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 |  | 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 |  | 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 |  | TC[WOS]:60 TC[Scopus]:63 | Submit date:2019/02/11
Regularization parameter estimation  Small training data set  Tikhonov regularizer