Search results for "sparse approximation"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Christopher J. Rozell	Distributed processing in frames for sparse approximation.	CISS	2008	DBLP DOI BibTeX RDF
2	Abhimanyu Das, David Kempe	Algorithms for subset selection in linear regression.	STOC	2008	DBLP DOI BibTeX RDF	subset selection, sparse approximation
2	Licheng Jiao, Liefeng Bo, Ling Wang	Fast Sparse Approximation for Least Squares Support Vector Machine.	IEEE Transactions on Neural Networks	2007	DBLP DOI BibTeX RDF
2	Christopher J. Rozell, Don H. Johnson, Richard G. Baraniuk, Bruno A. Olshausen	Locally Competitive Algorithms for Sparse Approximation.	ICIP	2007	DBLP DOI BibTeX RDF
2	Tony Van Gestel, Johan A. K. Suykens, Bart Baesens, Stijn Viaene, Jan Vanthienen, Guido Dedene, Bart De Moor, Joos Vandewalle	Benchmarking Least Squares Support Vector Machine Classifiers.	Machine Learning	2004	DBLP DOI BibTeX RDF	least squares support vector machines, sparse approximation, multiclass support vector machines
1	Ali Çivril, Malik Magdon-Ismail	Column subset selection via sparse approximation of SVD.	Theor. Comput. Sci.	2012	DBLP DOI BibTeX RDF
1	Xiaotong Yuan, Shuicheng Yan	Forward Basis Selection for Sparse Approximation over Dictionary.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Zhaosong Lu, Yong Zhang	Sparse Approximation via Penalty Decomposition Methods	CoRR	2012	DBLP BibTeX RDF
1	Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard	Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding.	IEEE Transactions on Image Processing	2012	DBLP DOI BibTeX RDF
1	Bo Wei, Mingrui Yang, Rajib Kumar Rana, Chun Tung Chou, Wen Hu	Distributed sparse approximation for frog sound classification.	IPSN	2012	DBLP DOI BibTeX RDF
1	Fredrik Andersson, Marcus Carlsson, Maarten V. de Hoop	Sparse approximation of functions using sums of exponentials and AAK theory.	Journal of Approximation Theory	2011	DBLP DOI BibTeX RDF
1	Alireza Doostan, Houman Owhadi	A non-adapted sparse approximation of PDEs with stochastic inputs.	J. Comput. Physics	2011	DBLP DOI BibTeX RDF
1	Jingli Liu, Jianping Li, Weixuan Xu, Yong Shi	A weighted Lq adaptive least squares support vector machine classifiers - Robust and sparse approximation.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot	Fast orthogonal sparse approximation algorithms over local dictionaries.	Signal Processing	2011	DBLP DOI BibTeX RDF
1	A. Rakotomamonjy	Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms.	Signal Processing	2011	DBLP DOI BibTeX RDF
1	Qiyu Sun	Sparse Approximation Property and Stable Recovery of Sparse Signals From Noisy Measurements.	IEEE Transactions on Signal Processing	2011	DBLP DOI BibTeX RDF
1	Yixiong Liang, Lei Wang 0017, Yao Xiang, Beiji Zou	Feature Selection via Sparse Approximation for Face Recognition	CoRR	2011	DBLP BibTeX RDF
1	Ali Civril	Sparse Approximation is Hard	CoRR	2011	DBLP BibTeX RDF
1	Qiyu Sun	Sparse approximation property and stable recovery of sparse signals from noisy measurements	CoRR	2011	DBLP BibTeX RDF
1	Yixiong Liang, Lei Wang 0017, Shenghui Liao, Beiji Zou	Feature selection via simultaneous sparse approximation for person specific face verification	CoRR	2011	DBLP BibTeX RDF
1	Abhimanyu Das, David Kempe	Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary Selection	CoRR	2011	DBLP BibTeX RDF
1	Huaping Liu, Fuchun Sun, Meng Gao	Visual Tracking Using Iterative Sparse Approximation.	ISNN	2011	DBLP DOI BibTeX RDF
1	Pei Sun, Xin Li, Ming Yuan Ting	Efficient incremental analysis of on-chip power grid via sparse approximation.	DAC	2011	DBLP DOI BibTeX RDF
1	Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou	Feature selection via simultaneous sparse approximation for person specific face verification.	ICIP	2011	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Arash Saber Tehrani, Alexandros G. Dimakis, Babak Hassibi	Explicit matrices for sparse approximation.	ISIT	2011	DBLP DOI BibTeX RDF
1	Abhimanyu Das, David Kempe	Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary Selection.	ICML	2011	DBLP BibTeX RDF
1	Alexander Onic, Mario Huemer	Frequency Estimation beyond Nyquist Using Sparse Approximation Methods.	EUROCAST	2011	DBLP DOI BibTeX RDF
1	Elena Battini Sonmez, Bülent Sankur, Songul Albayrak	Face Classification via Sparse Approximation.	BIOID	2011	DBLP DOI BibTeX RDF
1	Ping Sun, Xin Yao	Sparse approximation through boosting for learning large scale kernel machines.	IEEE Transactions on Neural Networks	2010	DBLP DOI BibTeX RDF
1	Jeffrey D. Blanchard, Coralia Cartis, Jared Tanner, Andrew Thompson	Phase Transitions for Greedy Sparse Approximation Algorithms	CoRR	2010	DBLP BibTeX RDF
1	Xinjun Peng	Primal twin support vector regression and its sparse approximation.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Bob L. Sturm, John J. Shynk	Sparse Approximation and the Pursuit of Meaningful Signal Models With Interference Adaptation.	IEEE Transactions on Audio, Speech & Language Processing	2010	DBLP DOI BibTeX RDF
1	Markus Flierl	A l1-norm preserving motion-compensated transform for sparse approximation of image sequences.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Manuel Moussallam, Pierre Leveau, Si-Mohamed Aziz Sbai	Sound enhancement using sparse approximation with speclets.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Eva L. Dyer, Marco F. Duarte, Don H. Johnson, Richard G. Baraniuk	Recovering Spikes from Noisy Neuronal Calcium Signals via Structured Sparse Approximation.	LVA/ICA	2010	DBLP DOI BibTeX RDF
1	Mehmet Türkan, Christine Guillemot	Image prediction: Template matching vs. sparse approximation.	ICIP	2010	DBLP DOI BibTeX RDF
1	Rajib Kumar Rana, Wen Hu, Chun Tung Chou	Energy-Aware Sparse Approximation Technique (EAST) for Rechargeable Wireless Sensor Networks.	EWSN	2010	DBLP DOI BibTeX RDF
1	Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss	Approximate sparse recovery: optimizing time and measurements.	STOC	2010	DBLP DOI BibTeX RDF	approximation, embedding, sketching, sublinear algorithms, sparse approximation
1	Gagan Rath, Christine Guillemot	Sparse approximation with an orthogonal complementary matching pursuit algorithm.	ICASSP	2009	DBLP DOI BibTeX RDF
1	Mehmet Türkan, Christine Guillemot	Sparse approximation with adaptive dictionary for image prediction.	ICIP	2009	DBLP DOI BibTeX RDF
1	Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen	Blind motion deblurring from a single image using sparse approximation.	CVPR	2009	DBLP DOI BibTeX RDF
1	Volkan Cevher, Petros Boufounos, Richard G. Baraniuk, Anna C. Gilbert, Martin J. Strauss	Near-optimal Bayesian localization via incoherence and sparsity.	IPSN	2009	DBLP DOI BibTeX RDF
1	Ivana Tosic, Pascal Frossard	Distributed multi-view image coding with learned dictionaries.	MobiMedia	2009	DBLP DOI BibTeX RDF	multi-view images, distributed source coding, sparse approximations
1	Cédric Richard, José Carlos M. Bermudez, Paul Honeine	Online Prediction of Time Series Data With Kernels.	IEEE Transactions on Signal Processing	2009	DBLP DOI BibTeX RDF
1	Kook Jin Ahn, Sudipto Guha	Graph Sparsification in the Semi-streaming Model.	ICALP	2009	DBLP DOI BibTeX RDF
1	Luc Giraud, A. Haidar	Parallel algebraic hybrid solvers for large 3D convection-diffusion problems.	Numerical Algorithms	2009	DBLP DOI BibTeX RDF	Parallel iterative solution of large sparse linear system, Preconditioned Krylov subspace methods, Algebraic additive Schwarz preconditioner, Non-overlapping domain decomposition, Mixed arithmetic algorithms, Massively parallel processing
1	M. Andrecut, S. Huang, Stuart A. Kauffman	Heuristic Approach to Sparse Approximation of Gene Regulatory Networks.	Journal of Computational Biology	2008	DBLP DOI BibTeX RDF
1	Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache	Sparse Approximation of Currents for Statistics on Curves and Surfaces.	MICCAI	2008	DBLP DOI BibTeX RDF
1	Robert L. Ortman, Christopher J. Rozell, Don H. Johnson	Reconstruction of compressively sensed images via neurally plausible local competitive algorithms.	CISS	2008	DBLP DOI BibTeX RDF
1	Adam C. Zelinski, Vivek K. Goyal, Elfar Adalsteinsson, Lawrence L. Wald	Sparsity in MRI RF excitation pulse design.	CISS	2008	DBLP DOI BibTeX RDF
1	Luis Mancera, Javier Portilla	Non-convex sparse optimization through deterministic annealing and applications.	ICIP	2008	DBLP DOI BibTeX RDF
1	Masayuki Karasuyama, Ryohei Nakano	Optimizing Sparse Kernel Ridge Regression hyperparameters based on leave-one-out cross-validation.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy, Wolfram Burgard	Learning predictive terrain models for legged robot locomotion.	IROS	2008	DBLP DOI BibTeX RDF
1	Gagan Rath, Christine Guillemot, Jean-Jacques Fuchs	Sparse approximations for joint source-channel coding.	MMSP	2008	DBLP DOI BibTeX RDF
1	François G. Meyer, Xilin Shen	Classification of fMRI Time Series in a Low-Dimensional Subspace With a Spatial Prior.	IEEE Trans. Med. Imaging	2008	DBLP DOI BibTeX RDF
1	Adam C. Zelinski, Lawrence L. Wald, K. Setsompop, Vivek K. Goyal, Elfar Adalsteinsson	Sparsity-Enforced Slice-Selective MRI RF Excitation Pulse Design.	IEEE Trans. Med. Imaging	2008	DBLP DOI BibTeX RDF
1	Thomas Blumensath, Michael E. Davies	Gradient Pursuits.	IEEE Transactions on Signal Processing	2008	DBLP DOI BibTeX RDF
1	Volkan Cevher, Aswin C. Sankaranarayanan, Marco F. Duarte, Dikpal Reddy, Richard G. Baraniuk, Rama Chellappa	Compressive Sensing for Background Subtraction.	ECCV	2008	DBLP DOI BibTeX RDF
1	Rémi Gribonval, Morten Nielsen	Beyond sparsity: Recovering structured representations by l1{\ell}^1 minimization and greedy algorithms.	Adv. Comput. Math.	2008	DBLP DOI BibTeX RDF	Mathematics subject classification (2000) Primary 41A30, Secondary 65D16
1	Sylvain Fischer, Rafael Redondo, Laurent Perrinet, Gabriel Cristóbal	Sparse Approximation of Images Inspired from the Functional Architecture of the Primary Visual Areas.	EURASIP J. Adv. Sig. Proc.	2007	DBLP DOI BibTeX RDF
1	David P. Wipf, Bhaskar D. Rao	An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem.	IEEE Transactions on Signal Processing	2007	DBLP DOI BibTeX RDF
1	Boris N. Khoromskij	Structured data-sparse approximation to high order tensors arising from the deterministic Boltzmann equation.	Math. Comput.	2007	DBLP DOI BibTeX RDF
1	Mehrdad Yaghoobi, Thomas Blumensath, Mike E. Davies	Quantized Sparse Approximation with Iterative Thresholding for Audio Coding.	ICASSP	2007	DBLP DOI BibTeX RDF
1	Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin	One sketch for all: fast algorithms for compressed sensing.	STOC	2007	DBLP DOI BibTeX RDF	approximation, embedding, sketching, group testing, sublinear algorithms, sparse approximation
1	Effrosini Kokiopoulou, Pascal Frossard	Dimensionality Reduction with Adaptive Approximation.	ICME	2007	DBLP DOI BibTeX RDF
1	Steffen Börm, Jochen Garcke	Approximating Gaussian Processes with H2-Matrices.	ECML	2007	DBLP DOI BibTeX RDF
1	Thorsten Suttorp, Christian Igel	Resilient Approximation of Kernel Classifiers.	ICANN	2007	DBLP DOI BibTeX RDF
1	Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran	Denoising by Sparse Approximation: Error Bounds Based on Rate-Distortion Theory.	EURASIP J. Adv. Sig. Proc.	2006	DBLP DOI BibTeX RDF
1	Zoltán Szabó, András Lörincz	epsilon - Sparse Representations: Generalized Sparse Approximation and the Equivalent Family of SVM Tasks.	Acta Cybern.	2006	DBLP BibTeX RDF
1	Joel A. Tropp	Algorithms for simultaneous sparse approximation. Part II: Convex relaxation.	Signal Processing	2006	DBLP DOI BibTeX RDF
1	Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss	Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit.	Signal Processing	2006	DBLP DOI BibTeX RDF
1	Adam C. Zelinski, Vivek K. Goyal	Denoising Hyperspectral Imagery and Recovering Junk Bands using Wavelets and Sparse Approximation.	IGARSS	2006	DBLP DOI BibTeX RDF
1	Hong Li, Venkataramanan Balakrishnan, Cheng-Kok Koh	Stable and compact inductance modeling of 3-D interconnect structures.	ICCAD	2006	DBLP DOI BibTeX RDF
1	David L. Donoho, Michael Elad, Vladimir N. Temlyakov	Stable recovery of sparse overcomplete representations in the presence of noise.	IEEE Transactions on Information Theory	2006	DBLP DOI BibTeX RDF
1	Ryan Eustice, Hanumant Singh, John J. Leonard	Exactly Sparse Delayed-State Filters for View-Based SLAM.	IEEE Transactions on Robotics	2006	DBLP DOI BibTeX RDF
1	Graham Cormode, S. Muthukrishnan	Combinatorial Algorithms for Compressed Sensing.	SIROCCO	2006	DBLP DOI BibTeX RDF
1	Ivan P. Gavrilyuk, Wolfgang Hackbusch, Boris N. Khoromskij	Data-sparse approximation to a class of operator-valued functions.	Math. Comput.	2005	DBLP DOI BibTeX RDF
1	Steffen Börm	Approximation of Integral Operators by H2-Matrices with Adaptive Bases.	Computing	2005	DBLP DOI BibTeX RDF	nested bases, Hierarchical matrices, data-sparse approximation
1	Joel A. Tropp, Inderjit S. Dhillon, Robert W. Heath Jr., Thomas Strohmer	Designing structured tight frames via an alternating projection method.	IEEE Transactions on Information Theory	2005	DBLP DOI BibTeX RDF
1	Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor	Load Forecasting Using Fixed-Size Least Squares Support Vector Machines.	IWANN	2005	DBLP DOI BibTeX RDF
1	Tobias Jung, Luis Herrera, Bernhard Schölkopf	Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach.	IWANN	2005	DBLP DOI BibTeX RDF
1	U. Langer, D. Pusch	Comparison of Geometrical and Algebraic Multigrid Preconditioners for Data-Sparse Boundary Element Matrices.	LSSC	2005	DBLP DOI BibTeX RDF
1	Enrico Capobianco	On support vector machines and sparse approximation for random processes.	Neurocomputing	2004	DBLP DOI BibTeX RDF
1	Ivan P. Gavrilyuk, Wolfgang Hackbusch, Boris N. Khoromskij	Data-sparse approximation to the operator-valued functions of elliptic operator.	Math. Comput.	2004	DBLP DOI BibTeX RDF
1	Joel A. Tropp	Greed is good: algorithmic results for sparse approximation.	IEEE Transactions on Information Theory	2004	DBLP DOI BibTeX RDF
1	Lars Grasedyck, Wolfgang Hackbusch, Sabine Le Borne	Adaptive Geometrically Balanced Clustering of H-Matrices.	Computing	2004	DBLP DOI BibTeX RDF	adaptive mesh refinement, Hierarchical matrices, boundary elements, data-sparse approximation
1	Neil D. Lawrence, John C. Platt, Michael I. Jordan	Extensions of the Informative Vector Machine.	Deterministic and Statistical Methods in Machine Learning	2004	DBLP DOI BibTeX RDF
1	Marco Loog	Support Blob Machines. The Sparsification of Linear Scale Space.	ECCV	2004	DBLP DOI BibTeX RDF
1	Alyson K. Fletcher, Kannan Ramchandran	Estimation error bounds for denoising by sparse approximation.	ICIP	2003	DBLP BibTeX RDF
1	Joel A. Tropp, Anna C. Gilbert, S. Muthukrishnan, Martin Strauss	Improved sparse approximation over quasiincoherent dictionaries.	ICIP	2003	DBLP BibTeX RDF
1	Sabine Le Borne	H-matrices for Convection-diffusion Problems with Constant Convection.	Computing	2003	DBLP DOI BibTeX RDF	Mathematics Subject Classification: 65F05, 65F30, 65F50
1	Wolfgang Hackbusch, Steffen Börm	Data-sparse Approximation by Adaptive H2-Matrices.	Computing	2002	DBLP DOI BibTeX RDF	68P05, 45B05, 35C20.->, 65F30, 65F50, 65N38, AMS Subject Classifications: 65F05
1	Johan A. K. Suykens, Jos De Brabanter, Lukas Lukas, Joos Vandewalle	Weighted least squares support vector machines: robustness and sparse approximation.	Neurocomputing	2002	DBLP DOI BibTeX RDF
1	Tong Zhang	Some Sparse Approximation Bounds for Regression Problems.	ICML	2001	DBLP BibTeX RDF
1	Federico Girosi	An Equivalence Between Sparse Approximation And Support Vector Machines.	Neural Computation	1998	DBLP DOI BibTeX RDF