Search results for "regularization"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
21	Takahiro Saito, Takashi Komatsu	Demosaicing approach based on extended color total-variation regularization.	ICIP	2008	DBLP DOI BibTeX RDF
21	Nesrine Chehata, Frédéric Bretar	Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization.	ICIP	2008	DBLP DOI BibTeX RDF
21	Andrew B. Goldberg, Ming Li 0005, Xiaojin Zhu 0001	Online Manifold Regularization: A New Learning Setting and Empirical Study.	ECML/PKDD (1)	2008	DBLP DOI BibTeX RDF
21	Olivier Lezoray, Vinh-Thong Ta 0002, Abderrahim Elmoataz	Impulse noise removal by spectral clustering and regularization on graphs.	ICPR	2008	DBLP DOI BibTeX RDF
21	Ivan Gerace, Francesca Martinelli	On Regularization Parameters Estimation in Edge-Preserving Image Reconstruction.	ICCSA (2)	2008	DBLP DOI BibTeX RDF
21	Leonardo V. Ferreira, Eugenius Kaszkurewicz, Amit Bhaya	Image restoration using L1-norm regularization and a gradient-based neural network with discontinuous activation functions.	IJCNN	2008	DBLP DOI BibTeX RDF
21	Iván Olier, Alfredo Vellido	On the benefits for model regularization of a variational formulation of GTM.	IJCNN	2008	DBLP DOI BibTeX RDF
21	Shikui Tu, Lei Shi 0016, Lei Xu 0001	A Comparative Study on Data Smoothing Regularization for Local Factor Analysis.	ICANN (1)	2008	DBLP DOI BibTeX RDF
21	Vladimir Vasilyev, Ildar Nugaev	Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization Algorithm.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
21	Yingying Zhang-O'Connor, Jeffrey A. Fessler	Fast Predictions of Variance Images for Fan-Beam Transmission Tomography With Quadratic Regularization.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
21	Hernan Rey, Leonardo Rey Vega, Sara Tressens, Jacob Benesty	Variable Explicit Regularization in Affine Projection Algorithm: Robustness Issues and Optimal Choice.	IEEE Trans. Signal Process.	2007	DBLP DOI BibTeX RDF
21	Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor	A Convex Approach to Validation-Based Learning of the Regularization Constant.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
21	Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes	Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
21	Iman Aganj, Alberto Bartesaghi, Mario Borgnia, Hstau Y. Liao, Guillermo Sapiro, Sriram Subramaniam	Regularization for Inverting the Radon Transform with Wedge Consideration.	ISBI	2007	DBLP DOI BibTeX RDF
21	Radhouène Neji, Noura Azzabou, Nikos Paragios, Gilles Fleury	A Convex Semi-definite Positive Framework for DTI Estimation and Regularization.	ISVC (1)	2007	DBLP DOI BibTeX RDF
21	Chris H. Q. Ding, Rong Jin 0001, Tao Li 0001, Horst D. Simon	A learning framework using Green's function and kernel regularization with application to recommender system.	KDD	2007	DBLP DOI BibTeX RDF	semi-supervised learning, label propagation
21	Smaine Mazouzi, Mohamed Batouche	Bayesian Edge Regularization in Range Image Segmentation.	CIARP	2007	DBLP DOI BibTeX RDF	Randomized Region Growing, Image Segmentation, Markov Random Field, Range Image, Bayesian Estimation
21	Sébastien Bougleux, Abderrahim Elmoataz, Mahmoud Melkemi	Discrete Regularization on Weighted Graphs for Image and Mesh Filtering.	SSVM	2007	DBLP DOI BibTeX RDF
21	Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche	A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization.	ACIVS	2007	DBLP DOI BibTeX RDF	Bayesian-MRF estimation, Multi-agent systems, Image segmentation, Range image
21	Torsten Rohlfing, Edith V. Sullivan, Adolf Pfefferbaum	Divergence-Based Framework for Diffusion Tensor Clustering, Interpolation, and Regularization.	IPMI	2007	DBLP DOI BibTeX RDF
21	Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu	l1 Regularization in Infinite Dimensional Feature Spaces.	COLT	2007	DBLP DOI BibTeX RDF
21	Ryota Tomioka, Kazuyuki Aihara	Classifying matrices with a spectral regularization.	ICML	2007	DBLP DOI BibTeX RDF
21	Max Mignotte	A Segmentation-Based Regularization Term for Image Deconvolution.	IEEE Trans. Image Process.	2006	DBLP DOI BibTeX RDF
21	Said Benameur, Max Mignotte, Jean-Paul Soucy, Jean Meunier	An Edge-Preserving Anatomical-Based Regularization Term for the Nas-Rif Restoration of Spect Images.	ICIP	2006	DBLP DOI BibTeX RDF
21	Gang Wang 0004, Tao Chen, Dit-Yan Yeung, Frederick H. Lochovsky	Solution Path for Semi-Supervised Classification with Manifold Regularization.	ICDM	2006	DBLP DOI BibTeX RDF
21	Alain Pitiot, Alexandre Guimond	Geometrical Regularization of Displacement Fields with Application to Biological Image Registration.	WBIR	2006	DBLP DOI BibTeX RDF
21	Eun-Mi Kim, Jong Cheol Jeong, Bae-Ho Lee	A New Approach for Finding an Optimal Solution and Regularization by Learning Dynamic Momentum.	ICAISC	2006	DBLP DOI BibTeX RDF
21	Petra Kudová, Terezie Sámalová	Sum and Product Kernel Regularization Networks.	ICAISC	2006	DBLP DOI BibTeX RDF
21	Fan Zhang 0025, Edwin R. Hancock	Riemannian Graph Diffusion for DT-MRI Regularization.	MICCAI (2)	2006	DBLP DOI BibTeX RDF
21	Charles Kervrann, Jérôme Boulanger	Unsupervised Patch-Based Image Regularization and Representation.	ECCV (4)	2006	DBLP DOI BibTeX RDF
21	Christian B. Peel, Bertrand M. Hochwald, A. Lee Swindlehurst	A vector-perturbation technique for near-capacity multiantenna multiuser communication-part I: channel inversion and regularization.	IEEE Trans. Commun.	2005	DBLP DOI BibTeX RDF
21	Raymond H. Chan, Chung-Wa Ho, Mila Nikolova	Salt-and-Pepper Noise Removal by Median-Type Noise Detectors and Detail-Preserving Regularization.	IEEE Trans. Image Process.	2005	DBLP DOI BibTeX RDF
21	Max Mignotte	An adaptive segmentation-based regularization term for image restoration.	ICIP (1)	2005	DBLP DOI BibTeX RDF
21	Sébastien Bougleux, Abderrahim Elmoataz	Image Smoothing and Segmentation by Graph Regularization.	ISVC	2005	DBLP DOI BibTeX RDF
21	Andrew Skabar	Automatic MLP Weight Regularization on Mineralization Prediction Tasks.	KES (3)	2005	DBLP DOI BibTeX RDF
21	Xavier Pennec, Radu Stefanescu, Vincent Arsigny, Pierre Fillard, Nicholas Ayache	Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration.	MICCAI (2)	2005	DBLP DOI BibTeX RDF
21	Wanmei Ou, Polina Golland	From Spatial Regularization to Anatomical Priors in fMRI Analysis.	IPMI	2005	DBLP DOI BibTeX RDF
21	Takahiro Saito, Takashi Komatsu	Super-resolution Sharpening-Demosaicking with Spatially Adaptive Total-Variation Image Regularization.	PCM (1)	2005	DBLP DOI BibTeX RDF
21	Koji Tsuda	Propagating distributions on a hypergraph by dual information regularization.	ICML	2005	DBLP DOI BibTeX RDF
21	Luc Florack, Remco Duits, Joris Bierkens	Tikhonov regularization versus scale space: A new result.	ICIP	2004	DBLP DOI BibTeX RDF
21	Jingbin Wang, Margrit Betke, Jane P. Ko	Shape-Based Curve Growing Model and Adaptive Regularization for Pulmonary Fissure Segmentation in CT.	MICCAI (1)	2004	DBLP DOI BibTeX RDF
21	Mikhail Belkin, Irina Matveeva, Partha Niyogi	Regularization and Semi-supervised Learning on Large Graphs.	COLT	2004	DBLP DOI BibTeX RDF
21	Yinpeng Jin, Elsa D. Angelini, Peter D. Esser, Andrew Laine	De-noising SPECT/PET Images Using Cross-Scale Regularization.	MICCAI (2)	2003	DBLP DOI BibTeX RDF
21	Marcos Martín-Fernández, Carlos Alberola-López, Juan Ruiz-Alzola, Carl-Fredrik Westin	Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach.	MICCAI (2)	2003	DBLP DOI BibTeX RDF
21	Zhi-Pei Liang, Roland Bammer, Jim Ji 0001, Norbert J. Pelc, Gary H. Glover	Improved image reconstruction from sensitivity-encoded data by wavelet denoising and Tikhonov regularization.	ISBI	2002	DBLP DOI BibTeX RDF
21	Mila Nikolova, Michael K. Ng 0001	Fast image reconstruction algorithms combining half-quadratic regularization and preconditioning.	ICIP (1)	2001	DBLP DOI BibTeX RDF
21	Pavel Kisilev, Michael Zibulevsky, Yehoshua Y. Zeevi	Wavelet representation and total variation regularization in emission tomography.	ICIP (1)	2001	DBLP DOI BibTeX RDF
21	David Tschumperlé, Rachid Deriche	Diffusion Tensor Regularization with Constraints Preservation.	CVPR (1)	2001	DBLP DOI BibTeX RDF
21	Klaus Hahn, Sergei Prigarin, Benno Pütz	Edge Preserving Regularization and Tracking for Diffusion Tensor Imaging.	MICCAI	2001	DBLP DOI BibTeX RDF
21	Murat Belge, Misha Elena Kilmer, Eric L. Miller 0001	Wavelet domain image restoration with adaptive edge-preserving regularization.	IEEE Trans. Image Process.	2000	DBLP DOI BibTeX RDF
21	Rafael Molina 0001, Aggelos K. Katsaggelos, Javier Mateos	Bayesian and regularization methods for hyperparameter estimation in image restoration.	IEEE Trans. Image Process.	1999	DBLP DOI BibTeX RDF
21	Sylvie Teboul, Laure Blanc-Féraud, Gilles Aubert, Michel Barlaud	Variational approach for edge-preserving regularization using coupled PDEs.	IEEE Trans. Image Process.	1998	DBLP DOI BibTeX RDF
21	Shun-ichi Amari, Noboru Murata	Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View.	IWANN	1997	DBLP DOI BibTeX RDF
21	Yu-Li You, Mostafa Kaveh	A regularization approach to joint blur identification and image restoration.	IEEE Trans. Image Process.	1996	DBLP DOI BibTeX RDF
21	Mads Nielsen, Luc Florack, Rachid Deriche	Regularization, Scale-Space, and Edge Detection Filters.	ECCV (2)	1996	DBLP DOI BibTeX RDF
21	José Luis Crespo, Eduardo Mora	Tests of Different Regularization Terms in Small Networks.	IWANN	1993	DBLP DOI BibTeX RDF
21	Y. You, John P. Hayes	Implementation of VLSI self-testing by regularization.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	1988	DBLP DOI BibTeX RDF
20	Yue Lu, Panayiotis Tsaparas, Alexandros Ntoulas, Livia Polanyi	Exploiting social context for review quality prediction.	WWW	2010	DBLP DOI BibTeX RDF	review helpfulness, review quality, social network, graph regularization
20	Caroline Bernard-Michel, Laurent Gardes, Stéphane Girard	Gaussian Regularized Sliced Inverse Regression.	Stat. Comput.	2009	DBLP DOI BibTeX RDF	Inverse regression, Sufficient dimension reduction, Regularization
20	Hongliang Fei, Jun Huan	L2 norm regularized feature kernel regression for graph data.	CIKM	2009	DBLP DOI BibTeX RDF	data mining, regularization, regression
20	Hewayda ElGhawalby, Edwin R. Hancock	Graph Regularisation Using Gaussian Curvature.	GbRPR	2009	DBLP DOI BibTeX RDF	Manifold regularization, Heat kernel, Graph matching, Hausdorff distance, Gaussian curvature
20	Alonso Ramirez-Manzanares, Mariano Rivera, James C. Gee	Denoising Intra-voxel Axon Fiber Orientations by Means of ECQMMF Method.	MICAI	2009	DBLP DOI BibTeX RDF	Diffusion Weighted MRI, Axon fibers, Image Regularization, Multi diffusion tensor, Image processing
20	Anna Kasprzik	Two Equivalent Regularizations for Tree Adjoining Grammars.	LATA	2009	DBLP DOI BibTeX RDF	Tree Adjoining Grammar, Multi-Dimensional Trees, Regularization, Lifting
20	Shuiwang Ji, Lei Yuan 0001, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar 0001, Jieping Ye	Drosophila gene expression pattern annotation using sparse features and term-term interactions.	KDD	2009	DBLP DOI BibTeX RDF	gene expression pattern, sparse learning, regularization, image annotation, bag-of-words
20	Bao-Hong Shen, Shuiwang Ji, Jieping Ye	Mining discrete patterns via binary matrix factorization.	KDD	2009	DBLP DOI BibTeX RDF	binary matrix factorization, rank-one, regularization, integer linear program, maximum flow, minimum cut
20	Oleg Seredin, Andrey Kopylov, Vadim Mottl	Selection of Subsets of Ordered Features in Machine Learning.	MLDM	2009	DBLP DOI BibTeX RDF	ordered features, regularization of training, parametric dynamic programming, machine learning, support vector machines, feature selection
20	Lean Yu, Xun Zhang 0001, Shouyang Wang	Foreign Exchange Rates Forecasting with a C-Ascending Least Squares Support Vector Regression Model.	ICCS (2)	2009	DBLP DOI BibTeX RDF	Foreign exchange rates forecasting, least squares support vector regression, regularization parameter
20	Alberto Muñoz, Javier González 0002	Combining Functional Data Projections for Time Series Classification.	CIARP	2009	DBLP DOI BibTeX RDF	Functional data, Kernel Combination, Classifier Fusion, Reproducing Kernel Hilbert Spaces, Regularization Theory
20	Yuriy Shkvarko, Stewart Santos, José Tuxpan	Intelligent Experiment Design-Based Virtual Remote Sensing Laboratory.	CIARP	2009	DBLP DOI BibTeX RDF	software, regularization, remote sensing, Computer simulations, experiment design
20	Jun Sun, Zhiyong Shen, Bai Su, Yi-Dong Shen	Regularized Local Reconstruction for Clustering.	PAKDD	2009	DBLP DOI BibTeX RDF	Local Reconstruction, Entropy Regularization, Clustering
20	Gábor Horváth 0001, Kristóf Gáti	Kernel CMAC with Reduced Memory Complexity.	ICANN (1)	2009	DBLP DOI BibTeX RDF	smoothing regularization, memory complexity reduction, CMAC, kernel machines, hash-coding
20	Alex Sawatzky, Christoph Brune, Jahn Müller, Martin Burger 0001	Total Variation Processing of Images with Poisson Statistics.	CAIP	2009	DBLP DOI BibTeX RDF	Poisson noise, Regularization techniques, Segmentation, Denoising, Positron emission tomography, Total variation
20	Zhiwu Lu 0001, Yuxin Peng	A Semi-supervised Learning Algorithm on Gaussian Mixture with Automatic Model Selection.	Neural Process. Lett.	2008	DBLP DOI BibTeX RDF	Entropy regularization, Semi-supervised learning, Model selection, Gaussian mixture, Pairwise constraints
20	Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil	Convex multi-task feature learning.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Vector-valued functions, Collaborative filtering, Regularization, Kernels, Transfer learning, Multi-task learning, Inductive transfer
20	Liang Sun 0001, Shuiwang Ji, Jieping Ye	Hypergraph spectral learning for multi-label classification.	KDD	2008	DBLP DOI BibTeX RDF	spectral learning, efficiency, regularization, least squares, hypergraph, multi-label classification, canonical correlation analysis
20	Liang Zhou, Fuxin Li, Yanwu Yang	Path Algorithms for One-Class SVM.	ISNN (1)	2008	DBLP DOI BibTeX RDF	Path algorithm, Regularization, Kernel, One-Class SVM
20	Jingjing Fu, Feng Wu, Bing Zeng	Spectral Information Recovery for Compressed Image Restoration.	DCC	2008	DBLP DOI BibTeX RDF	copressed image restoration, spectral recovery, AC prediciton, regularization
20	Tomasz Larkowski, Jens G. Linden, Benoit Vinsonneau, Keith J. Burnham	Regularized Structured Total Least Norm for the Identification of Bilinear Systems in the Errors-in-Variables Framework.	ICONS	2008	DBLP DOI BibTeX RDF	Bilinear systems, Total least norm, Regularization, Identification, Errors-in-variables
20	Zhiwu Lu 0001	Entropy Regularized Likelihood Learning on Gaussian Mixture: Two Gradient Implementations for Automatic Model Selection.	Neural Process. Lett.	2007	DBLP DOI BibTeX RDF	model selection, Gaussian mixture, competitive learning, regularization theory
20	XueMin Yin, Jianhua Yuan, XiaoPeng Lu, MouYan Zou	De-interlacing technique based on total variation with spatial-temporal smoothness constraint.	Sci. China Ser. F Inf. Sci.	2007	DBLP DOI BibTeX RDF	de-interlacing, half-quadratic regularization, PDEs, video processing, spatio-temporal, total variation, smoothness constraint
20	Daphna Weinshall, Lior Zamir	Image Classification from Small Sample, with Distance Learning and Feature Selection.	ISVC (2)	2007	DBLP DOI BibTeX RDF	Feature Selection, Distance Learning, L1 regularization, Small Sample
20	Erinija Pranckeviciene, Ray L. Somorjai	Liknon Feature Selection for Microarrays.	WILF	2007	DBLP DOI BibTeX RDF	gene expression microarray, LIKNON, regularization parameter, sample to feature ratio, support vector machine, feature selection, linear programming
20	Damian Slota	Three-Phase Inverse Design Stefan Problem.	International Conference on Computational Science (1)	2007	DBLP DOI BibTeX RDF	Inverse Stefan problem, solidification, genetic algorithm, Tikhonov regularization
20	Luo Si, Rong Jin 0001, Steven C. H. Hoi, Michael R. Lyu	Collaborative image retrieval via regularized metric learning.	Multim. Syst.	2006	DBLP DOI BibTeX RDF	Log-based relevance feedback, Relevance feedback log, Relevance feedback, Content-based image retrieval, Regularization, Semidefinite programming, Users, Semantic gap, Metric learning
20	Hyunsoo Kim, Barry L. Drake, Haesun Park	Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	QR decomposition updating and downdating, adaptive classifier, leave-one-out cross validation, regularization, kernel methods, linear discriminant analysis
20	Li Huang, Congyong Su	Facial Expression Synthesis Using Manifold Learning and Belief Propagation.	Soft Comput.	2006	DBLP DOI BibTeX RDF	Facial expression synthesis, Manifold learning, Belief propagation, Regularization network
20	Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun	Incorporating query difference for learning retrieval functions in world wide web search.	CIKM	2006	DBLP DOI BibTeX RDF	alternating optiminization, discounted cumulative gain, query dependence, query document feature, query specific feature, retrieval function, machine learning, regularization, relevance, quadratic programming, relevance judgment, WWW search, risk minimization, least-squares regression, gradient boosting
20	Le Thi Hoai An, Pham Dinh Tao	The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems.	Ann. Oper. Res.	2005	DBLP DOI BibTeX RDF	DC algorithms (DCA), DC duality, local optimality conditions, global optimality conditions, polyhedral DC programming, regularization techniques, DC programming
20	Martin Burger 0001, Andreas Hofinger	Regularized Greedy Algorithms for Network Training with Data Noise.	Computing	2005	DBLP DOI BibTeX RDF	Greedy approximation, data noise, neural networks, training, regularization
20	Charles Bouveyron, Stéphane Girard, Cordelia Schmid	Class-Specific Subspace Discriminant Analysis for High-Dimensional Data.	SLSFS	2005	DBLP DOI BibTeX RDF	class-specific subspaces, regularization, dimension reduction, Discriminant analysis
20	Remco Duits, Bart J. Janssen, Frans Kanters, Luc Florack	Linear Image Reconstruction from a Sparse Set of alpha-Scale Space Features by Means of Inner Products of Sobolev Type.	DSSCV	2005	DBLP DOI BibTeX RDF	Gelfand Triples, Top Point Reconstruction, Flux Features, Scale Space, Tikhonov Regularization, Sobolev Spaces, Deep Structure
20	Theodoros Evgeniou, Massimiliano Pontil	Regularized multi--task learning.	KDD	2004	DBLP DOI BibTeX RDF	support vector machines, regularization, kernel methods, multi-task learning
20	Monia Discepoli, Ivan Gerace	Inverse Dithering through IMAP Estimation.	ICCSA (4)	2004	DBLP DOI BibTeX RDF	Inverse Dithering, IMAP Estimation, GNC Algorithms, Regularization
20	Jean Michel Lagrange, Isabelle Abraham	Model-Based Approach to Tomographic Reconstruction Including Projection Deblurring. Sensitivity of Parameter Model to Noise on Data.	ECCV (4)	2004	DBLP DOI BibTeX RDF	flexible models, regularization, tomography, deblurring
20	Silvia Manolache Cirstea, Sun-Yuan Kung, Malcolm McCormick, Amar Aggoun	3D-Object Space Reconstruction from Planar Recorded Data of 3D-Integral Images.	J. VLSI Signal Process.	2003	DBLP DOI BibTeX RDF	object space reconstruction, Durbin-Willshaw scheme, inverse problems, gradient descent, integral imaging, regularization methods
20	Thomas Corpetti, Étienne Mémin, Patrick Pérez	Dense Estimation of Fluid Flows.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	fluid motion, continuity equation, div-curl regularization, nonconvex minimization, vorticity and divergence concentration, trajectories
20	Mariano Rivera, James C. Gee	Image Segmentation by Flexible Models Based on Robust Regularized Networks.	ECCV (3)	2002	DBLP DOI BibTeX RDF	Segmentation, Restoration, Edge-preserving Regularization
20	Jian Sun, Ruimin Shen, Fan Yang 0003	An Adaptive Learning Algorithm Aimed at Improving RBF Network Generalization Ability.	Australian Joint Conference on Artificial Intelligence	2002	DBLP DOI BibTeX RDF	RBF network, statistics learning theory, regularization theory, generalization ability
20	Jasjit S. Suri, Kecheng Liu	Level Set Regularizers for Shape Recovery in Medical Images.	CBMS	2001	DBLP DOI BibTeX RDF	Segmentation, Motion Estimation, Topology, Filtering, Medical Imaging, Regularization, Deformable Models, Shapes, Partial Differential Equations, Level Sets, Low Level Vision
20	Martin Burger 0001, Heinz W. Engl	Training neural networks with noisy data as an ill-posed problem.	Adv. Comput. Math.	2000	DBLP DOI BibTeX RDF	least-squares collocation, network training, neural networks, regularization, ill-posed problems