Search results for "sparse recovery"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Heping Song, Tong Liu, Xiaomu Luo, Guoli Wang	Feedback Based Sparse Recovery for Motion Tracking in RF Sensor Networks.	NAS	2011	DBLP DOI BibTeX RDF	RF Tomograpy, Comressed Sensing, Sparse Recovery, Motion tracking
2	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
2	Piotr Indyk, Milan Ruzic	Near-Optimal Sparse Recovery in the L1 Norm.	FOCS	2008	DBLP DOI BibTeX RDF
1	Nan Hu, Zhongfu Ye, Dongyang Xu, Shenghong Cao	A sparse recovery algorithm for DOA estimation using weighted subspace fitting.	Signal Processing	2012	DBLP DOI BibTeX RDF
1	Nan Hu, Dongyang Xu, Xu Xu, Zhongfu Ye	Wideband DOA estimation from the sparse recovery perspective for the spatial-only modeling of array data.	Signal Processing	2012	DBLP DOI BibTeX RDF
1	Xiaohan Wang, Yuantao Gu, Laming Chen	Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-point Attracting Projection	CoRR	2012	DBLP BibTeX RDF
1	Anastasios T. Kyrillidis, Volkan Cevher	Sublinear Time, Approximate Model-based Sparse Recovery For All	CoRR	2012	DBLP BibTeX RDF
1	Eric Price, David P. Woodruff	Lower Bounds for Adaptive Sparse Recovery	CoRR	2012	DBLP BibTeX RDF
1	Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss	Approximate Sparse Recovery: Optimizing Time and Measurements.	SIAM J. Comput.	2012	DBLP DOI BibTeX RDF
1	Mike E. Davies, Yonina C. Eldar	Rank Awareness in Joint Sparse Recovery.	IEEE Transactions on Information Theory	2012	DBLP DOI BibTeX RDF
1	Kiryung Lee, Yoram Bresler, Marius Junge	Subspace Methods for Joint Sparse Recovery.	IEEE Transactions on Information Theory	2012	DBLP DOI BibTeX RDF
1	Ely Porat, Martin J. Strauss	Sublinear time, measurement-optimal, sparse recovery for all.	SODA	2012	DBLP BibTeX RDF
1	Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang	Sparse recovery with graph constraints: Fundamental limits and measurement construction.	INFOCOM	2012	DBLP DOI BibTeX RDF
1	Jun Zhang, Yuanqing Li, Zhuliang Yu, Zhenghui Gu	Noisy Sparse Recovery Based on Parameterized Quadratic Programming by Thresholding.	EURASIP J. Adv. Sig. Proc.	2011	DBLP DOI BibTeX RDF
1	William W. Hager, Dzung T. Phan, Hongchao Zhang	Gradient-Based Methods for Sparse Recovery.	SIAM J. Imaging Sciences	2011	DBLP DOI BibTeX RDF
1	Stephen Becker, Jérôme Bobin, Emmanuel J. Candès	NESTA: A Fast and Accurate First-Order Method for Sparse Recovery.	SIAM J. Imaging Sciences	2011	DBLP DOI BibTeX RDF
1	Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran	Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery.	IEEE Signal Process. Lett.	2011	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Analyzing Weighted 1 Minimization for Sparse Recovery With Nonuniform Sparse Models.	IEEE Transactions on Signal Processing	2011	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi	Sparse Recovery of Nonnegative Signals With Minimal Expansion.	IEEE Transactions on Signal Processing	2011	DBLP DOI BibTeX RDF
1	Gongguo Tang, Arye Nehorai	Performance Analysis of Sparse Recovery Based on Constrained Minimal Singular Values.	IEEE Transactions on Signal Processing	2011	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm	CoRR	2011	DBLP BibTeX RDF
1	Piotr Indyk, Eric Price	K-Median Clustering, Model-Based Compressive Sensing, and Sparse Recovery for Earth Mover Distance	CoRR	2011	DBLP BibTeX RDF
1	Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang	Sparse Recovery with Graph Constraints: Fundamental Limits and Measurement Construction	CoRR	2011	DBLP BibTeX RDF
1	Ehsan Elhamifar, René Vidal	Structured Sparse Recovery via Convex Optimization	CoRR	2011	DBLP BibTeX RDF
1	Weiyu Xu, Meng Wang, Ao Tang	Sparse Recovery from Nonlinear Measurements with Applications in Bad Data Detection for Power Networks	CoRR	2011	DBLP BibTeX RDF
1	Jongmin Kim, Woohyuk Chang, Bangchul Jung, Dror Baron, Jong Chul Ye	Belief propagation for joint sparse recovery	CoRR	2011	DBLP BibTeX RDF
1	Eric Price, David P. Woodruff	(1+eps)-approximate Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Lei Zhang, Dongning Guo	Wireless Peer-to-Peer Mutual Broadcast via Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Jongmin Kim, Ok Kyun Lee, Jong Chul Ye	Compressive MUSIC with optimized partial support for joint sparse recovery	CoRR	2011	DBLP BibTeX RDF
1	Matthew Malloy, Robert D. Nowak	Sequential Analysis in High Dimensional Multiple Testing and Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Mahdi Cheraghchi	Coding-Theoretic Methods for Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Khanh Do Ba, Piotr Indyk, Eric Price, David P. Woodruff	Lower Bounds for Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Chenlu Qiu, Namrata Vaswani	ReProCS: A Missing Link between Recursive Robust PCA and Recursive Sparse Recovery in Large but Correlated Noise	CoRR	2011	DBLP BibTeX RDF
1	Xuebing Han, Hao Zhang	Fast Algorithms for Sparse Recovery with Perturbed Dictionary	CoRR	2011	DBLP BibTeX RDF
1	Jongmin Kim, Ok Kyun Lee, Jong Chul Ye	Noise Robust Joint Sparse Recovery using Compressive Subspace Fitting	CoRR	2011	DBLP BibTeX RDF
1	Piotr Indyk, Eric Price, David P. Woodruff	On the Power of Adaptivity in Sparse Recovery	CoRR	2011	DBLP BibTeX RDF
1	Petros Boufounos, Gitta Kutyniok, Holger Rauhut	Sparse Recovery From Combined Fusion Frame Measurements.	IEEE Transactions on Information Theory	2011	DBLP DOI BibTeX RDF
1	Tong Zhang	Sparse Recovery With Orthogonal Matching Pursuit Under RIP.	IEEE Transactions on Information Theory	2011	DBLP DOI BibTeX RDF
1	Meng Wang, Weiyu Xu, Ao Tang	On the Performance of Sparse Recovery Via lp-Minimization (0 <= p <= 1).	IEEE Transactions on Information Theory	2011	DBLP DOI BibTeX RDF
1	Raja Giryes, Volkan Cevher	Online performance guarantees for sparse recovery.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Volkan Cevher	An ALPS view of sparse recovery.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Dzung Nguyen, Minh Dao, Trac Tran	Video error concealment using sparse recovery and local dictionaries.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Xuebing Han, Hao Zhang, Huadong Meng	TLS-FOCUSS for sparse recovery with perturbed dictionary.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Matthew Malloy, Robert Nowak	Sequential analysis in high-dimensional multiple testing and sparse recovery.	ISIT	2011	DBLP DOI BibTeX RDF
1	Jongmin Kim, Ok Kyun Lee, Jong Chul Ye	Compressive MUSIC with optimized partial support for joint sparse recovery.	ISIT	2011	DBLP DOI BibTeX RDF
1	Lei Zhang, Dongning Guo	Wireless peer-to-peer mutual broadcast via sparse recovery.	ISIT	2011	DBLP DOI BibTeX RDF
1	Khanh Do Ba, Piotr Indyk	Sparse Recovery with Partial Support Knowledge.	APPROX-RANDOM	2011	DBLP DOI BibTeX RDF
1	Eric Price, David P. Woodruff	(1 + eps)-Approximate Sparse Recovery.	FOCS	2011	DBLP DOI BibTeX RDF
1	Piotr Indyk, Eric Price, David P. Woodruff	On the Power of Adaptivity in Sparse Recovery.	FOCS	2011	DBLP DOI BibTeX RDF
1	Piotr Indyk, Eric Price	K-median clustering, model-based compressive sensing, and sparse recovery for earth mover distance.	STOC	2011	DBLP DOI BibTeX RDF
1	Martin Slawski, Matthias Hein	Sparse recovery by thresholded non-negative least squares.	NIPS	2011	DBLP BibTeX RDF
1	Alexandra Carpentier, Odalric-Ambrym Maillard, Rémi Munos	Sparse Recovery with Brownian Sensing.	NIPS	2011	DBLP BibTeX RDF
1	Rebecca M. Willett	Smooth sampling trajectories for sparse recovery in MRI.	ISBI	2011	DBLP DOI BibTeX RDF
1	Hossein Jowhari, Mert Saglam, Gábor Tardos	Tight bounds for Lp samplers, finding duplicates in streams, and related problems.	PODS	2011	DBLP DOI BibTeX RDF
1	Chenhao Qi, Lenan Wu	Sparse Recovery Algorithms for Pilot Assisted MIMO OFDM Channel Estimation.	IEICE Transactions	2010	DBLP BibTeX RDF
1	Emmanuel Abbe	Universal polar coding and sparse recovery	CoRR	2010	DBLP BibTeX RDF
1	Kiryung Lee, Yoram Bresler	iMUSIC: Iterative MUSIC Algorithm for Joint Sparse Recovery with Any Rank	CoRR	2010	DBLP BibTeX RDF
1	Tong Zhang	Sparse Recovery with Orthogonal Matching Pursuit under RIP	CoRR	2010	DBLP BibTeX RDF
1	G. Hosein Mohimani, Massoud Babaie-Zadeh, Irina Gorodnitsky, Christian Jutten	Sparse Recovery using Smoothed $\ell^0$ (SL0): Convergence Analysis	CoRR	2010	DBLP BibTeX RDF
1	Mike E. Davies, Yonina C. Eldar	Rank Awareness in Joint Sparse Recovery	CoRR	2010	DBLP BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Analyzing Weighted $\ell_1$ Minimization for Sparse Recovery with Nonuniform Sparse Models\footnote{The results of this paper were presented in part at the International Symposium on Information Theory, ISIT 2009}	CoRR	2010	DBLP BibTeX RDF
1	Ely Porat, Martin J. Strauss	Sublinear Time, Measurement-Optimal, Sparse Recovery For All	CoRR	2010	DBLP BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Improved Sparse Recovery Thresholds with Two-Step Reweighted $\ell_1$ Minimization	CoRR	2010	DBLP BibTeX RDF
1	Ulas Ayaz, Holger Rauhut	Nonuniform Sparse Recovery with Gaussian Matrices	CoRR	2010	DBLP BibTeX RDF
1	Ke Sun, Hao Zhang, Gang Li, Huadong Meng, Xiqin Wang	Airborne Radar STAP using Sparse Recovery of Clutter Spectrum	CoRR	2010	DBLP BibTeX RDF
1	Meng Wang, Weiyu Xu, Ao Tang	On the Performance of Sparse Recovery via L_p-minimization (0<=p <=1)	CoRR	2010	DBLP BibTeX RDF
1	Yonina C. Eldar, Holger Rauhut	Average case analysis of multichannel sparse recovery using convex relaxation.	IEEE Transactions on Information Theory	2010	DBLP DOI BibTeX RDF
1	Aris Gretsistas, Ivan Damnjanovic, Mark D. Plumbley	Gradient Polytope Faces Pursuit for large scale sparse recovery problems.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Khanh Do Ba, Piotr Indyk, Eric Price, David P. Woodruff	Lower Bounds for Sparse Recovery.	SODA	2010	DBLP BibTeX RDF
1	Piotr Indyk	Sparse Recovery Using Sparse Random Matrices.	LATIN	2010	DBLP DOI BibTeX RDF
1	Sadegh Jokar	Sparse recovery and Kronecker products.	CISS	2010	DBLP DOI BibTeX RDF
1	Petros Boufounos, Gitta Kutyniok, Holger Rauhut	Average case analysis of sparse recovery from combined fusion frame measurements.	CISS	2010	DBLP DOI BibTeX RDF
1	Yen-ting Lin, Antonio Ortega, Alexandros G. Dimakis	Sparse recovery for discrete tomography.	ICIP	2010	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Improved sparse recovery thresholds with two-step reweighted ℓ1 minimization.	ISIT	2010	DBLP DOI BibTeX RDF
1	Jarvis Haupt, Rui Castro, Robert Nowak	Improved bounds for sparse recovery from adaptive measurements.	ISIT	2010	DBLP DOI BibTeX RDF
1	Vladimir Koltchinskii, Stas Minsker	Sparse Recovery in Convex Hulls of Infinite Dictionaries.	COLT	2010	DBLP BibTeX RDF
1	Petros Boufounos, Gitta Kutyniok, Holger Rauhut	Sparse Recovery from Combined Fusion Frame Measurements	CoRR	2009	DBLP BibTeX RDF
1	Hao Zhang, Gang Li, Huadong Meng	A Class of Novel STAP Algorithms Using Sparse Recovery Technique	CoRR	2009	DBLP BibTeX RDF
1	Ewout van den Berg, Michael P. Friedlander	Joint-sparse recovery from multiple measurements	CoRR	2009	DBLP BibTeX RDF
1	Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss	Approximate Sparse Recovery: Optimizing Time and Measurements	CoRR	2009	DBLP BibTeX RDF
1	M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi	Sparse Recovery of Positive Signals with Minimal Expansion	CoRR	2009	DBLP BibTeX RDF
1	Hao Zhang, Gang Li, Huadong Meng	An Efficient Greedy Algorithm for Sparse Recovery in Noisy Environment	CoRR	2009	DBLP BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Weighted $\ell_1$ Minimization for Sparse Recovery with Prior Information	CoRR	2009	DBLP BibTeX RDF
1	Yonina C. Eldar, Holger Rauhut	Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation	CoRR	2009	DBLP BibTeX RDF
1	Suvrit Sra	A Trivial Observation related to Sparse Recovery	CoRR	2009	DBLP BibTeX RDF
1	Ke Sun, Hao Zhang, Gang Li, Huadong Meng, Xiqin Wang	A Novel STAP Algorithm using Sparse Recovery Technique.	IGARSS	2009	DBLP DOI BibTeX RDF
1	Mohamed-Jalal Fadili, Jean-Luc Starck	Monotone operator splitting for optimization problems in sparse recovery.	ICIP	2009	DBLP DOI BibTeX RDF
1	M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi	Weighted ℓ1 minimization for sparse recovery with prior information.	ISIT	2009	DBLP DOI BibTeX RDF
1	Rahul Garg, Rohit Khandekar	Gradient descent with sparsification: an iterative algorithm for sparse recovery with restricted isometry property.	ICML	2009	DBLP DOI BibTeX RDF
1	Ewout van den Berg, Michael P. Friedlander, Gilles Hennenfent, Felix J. Herrmann, Rayan Saab, Özgür Yilmaz	Algorithm 890: Sparco: A Testing Framework for Sparse Reconstruction.	ACM Trans. Math. Softw.	2009	DBLP DOI BibTeX RDF	sparse recovery, Compressed sensing, linear operators
1	Radu Berinde, Graham Cormode, Piotr Indyk, Martin J. Strauss	Space-optimal heavy hitters with strong error bounds.	PODS	2009	DBLP DOI BibTeX RDF	streaming algorithms, frequency estimation, heavy hitters
1	Rayan Saab, Özgür Yilmaz	Sparse Recovery by Non-convex Optimization -- Instance Optimality	CoRR	2008	DBLP BibTeX RDF
1	Mohammad Golbabaee, Pierre Vandergheynst	Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Ingrid Daubechies, Ronald A. DeVore, Massimo Fornasier, C. Sinan Güntürk	Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery.	CISS	2008	DBLP DOI BibTeX RDF
1	Manu Parmar, Steven Lansel, Brian A. Wandell	Spatio-spectral reconstruction of the multispectral datacube using sparse recovery.	ICIP	2008	DBLP DOI BibTeX RDF
1	Vladimir Koltchinskii, Ming Yuan	Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits.	COLT	2008	DBLP 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