David L. Donoho - Publications

Affiliations: 
Stanford University, Palo Alto, CA 
Area:
Statistics

104 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Gavish M, Donoho DL. Optimal Shrinkage of Singular Values Ieee Transactions On Information Theory. 63: 2137-2152. DOI: 10.1109/Tit.2017.2653801  0.334
2016 Donoho DL, Montanari A. High dimensional robust M-estimation: asymptotic variance via approximate message passing Probability Theory and Related Fields. 166: 935-969. DOI: 10.1007/S00440-015-0675-Z  0.331
2015 Donoho DL, Jin J. Higher Criticism for Large-Scale Inference, Especially for Rare and Weak Effects Statistical Science. 30: 1-25. DOI: 10.1214/14-Sts506  0.541
2014 Donoho DL, Gavish M. Minimax risk of matrix denoising by singular value thresholding Annals of Statistics. 42: 2413-2440. DOI: 10.1214/14-Aos1257  0.341
2014 Gavish M, Donoho DL. The optimal hard threshold for singular values is 4/√3 Ieee Transactions On Information Theory. 60: 5040-5053. DOI: 10.1109/Tit.2014.2323359  0.351
2013 Donoho DL, Gavish M, Montanari A. The phase transition of matrix recovery from Gaussian measurements matches the minimax MSE of matrix denoising. Proceedings of the National Academy of Sciences of the United States of America. 110: 8405-10. PMID 23650360 DOI: 10.1073/Pnas.1306110110  0.325
2013 Monajemi H, Jafarpour S, Gavish M, Donoho DL. Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices. Proceedings of the National Academy of Sciences of the United States of America. 110: 1181-6. PMID 23277588 DOI: 10.1073/Pnas.1219540110  0.335
2013 Donoho DL, Javanmard A, Montanari A. Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing Ieee Transactions On Information Theory. 59: 7434-7464. DOI: 10.1109/Tit.2013.2274513  0.359
2013 Donoho DL, Johnstone I, Montanari A. Accurate prediction of phase transitions in compressed sensing via a connection to minimax denoising Ieee Transactions On Information Theory. 59: 3396-3433. DOI: 10.1109/Tit.2013.2239356  0.398
2013 Starck JL, Donoho DL, Fadili MJ, Rassat A. Sparsity and the Bayesian perspective Astronomy and Astrophysics. 552. DOI: 10.1051/0004-6361/201321257  0.338
2013 Donoho DL, Kutyniok G. Microlocal Analysis of the Geometric Separation Problem Communications On Pure and Applied Mathematics. 66: 1-47. DOI: 10.1002/Cpa.21418  0.329
2012 Donoho DL, Tsaig Y, Drori I, Starck JL. Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit Ieee Transactions On Information Theory. 58: 1094-1121. DOI: 10.1109/Tit.2011.2173241  0.768
2012 Calderbank R, Donoho DL, Shawe-Taylor J, Tanner J. Dear Information and Inference Reader Information and Inference: a Journal of the Ima. 1: 1-1. DOI: 10.1093/Imaiai/Ias004  0.46
2011 Donoho DL, Maleki A, Montanari A. The noise-sensitivity phase transition in compressed sensing Ieee Transactions On Information Theory. 57: 6920-6941. DOI: 10.1109/Tit.2011.2165823  0.361
2010 Donoho DL, Tanner J. Exponential bounds implying construction of compressed sensing matrices, error-correcting codes, and neighborly polytopes by random sampling Ieee Transactions On Information Theory. 56: 2002-2016. DOI: 10.1109/Tit.2010.2040892  0.543
2010 Maleki A, Donoho DL. Optimally tuned iterative reconstruction algorithms for compressed sensing Ieee Journal On Selected Topics in Signal Processing. 4: 330-341. DOI: 10.1109/Jstsp.2009.2039176  0.326
2010 Donoho DL, Tanner J. Precise undersampling theorems Proceedings of the Ieee. 98: 913-924. DOI: 10.1109/JPROC.2010.2045630  0.51
2010 Donoho DL, Tanner J. Counting the faces of randomly-projected hypercubes and orthants, with applications Discrete and Computational Geometry. 43: 522-541. DOI: 10.1007/S00454-009-9221-Z  0.549
2009 Donoho DL, Maleki A, Montanari A. Message-passing algorithms for compressed sensing. Proceedings of the National Academy of Sciences of the United States of America. 106: 18914-9. PMID 19858495 DOI: 10.1073/Pnas.0909892106  0.34
2009 Donoho D, Jin J. Feature selection by higher criticism thresholding achieves the optimal phase diagram. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 367: 4449-70. PMID 19805453 DOI: 10.1098/Rsta.2009.0129  0.554
2009 Donoho D, Tanner J. Observed universality of phase transitions in high-dimensional geometry, with implications for modern data analysis and signal processing. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 367: 4273-93. PMID 19805445 DOI: 10.1098/Rsta.2009.0152  0.567
2009 Arias-Castro E, Donoho DL. Does median filtering truly preserve edges better than linear filtering? Annals of Statistics. 37: 1172-1206. DOI: 10.1214/08-Aos604  0.646
2009 Bruckstein AM, Donoho DL, Elad M. From sparse solutions of systems of equations to sparse modeling of signals and images Siam Review. 51: 34-81. DOI: 10.1137/060657704  0.367
2009 Kutyniok G, Shahram M, Donoho DL. Development of a Digital Shearlet Transform Based on Pseudo-Polar FFT Proceedings of Spie. 7446. DOI: 10.1117/12.825656  0.337
2009 Donoho DL, Maleki A, Shahram M, Rahman IU, Stodden V. Reproducible research in computational harmonic analysis Computing in Science and Engineering. 11: 8-18. DOI: 10.1109/MCSE.2009.15  0.756
2009 Donoho DL, Tanner J. Counting faces of randomly projected polytopes when the projection radically lowers dimension Journal of the American Mathematical Society. 22: 1-53. DOI: 10.1090/S0894-0347-08-00600-0  0.41
2008 Donoho D, Jin J. Higher criticism thresholding: Optimal feature selection when useful features are rare and weak. Proceedings of the National Academy of Sciences of the United States of America. 105: 14790-5. PMID 18815365 DOI: 10.1073/Pnas.0807471105  0.514
2008 Donoho DL, Tsaig Y. Fast solution of ℓ1-Norm minimization problems when the solution may be sparse Ieee Transactions On Information Theory. 54: 4789-4812. DOI: 10.1109/Tit.2008.929958  0.764
2007 Bobin J, Starck JL, Fadili JM, Moudden Y, Donoho DL. Morphological component analysis: an adaptive thresholding strategy. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 2675-81. PMID 17990744 DOI: 10.1117/12.615237  0.343
2007 Lustig M, Donoho D, Pauly JM. Sparse MRI: The application of compressed sensing for rapid MR imaging. Magnetic Resonance in Medicine. 58: 1182-95. PMID 17969013 DOI: 10.1002/Mrm.21391  0.341
2007 Stern AS, Donoho DL, Hoch JC. NMR data processing using iterative thresholding and minimum l(1)-norm reconstruction. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 188: 295-300. PMID 17723313 DOI: 10.1016/J.Jmr.2007.07.008  0.342
2007 Hurowitz EH, Drori I, Stodden VC, Donoho DL, Brown PO. Virtual Northern analysis of the human genome. Plos One. 2: e460. PMID 17520019 DOI: 10.1371/Journal.Pone.0000460  0.643
2007 Averbuch A, Coifman RR, Donoho DL, Israeli M, Shkolnisky Y, Sedelnikov I. A framework for discrete integral transformations II - The 2D discrete Radon transform Siam Journal On Scientific Computing. 30: 785-803. DOI: 10.1137/060650301  0.373
2007 Averbuch A, Coifman RR, Donoho DL, Israeli M, Shkolnisky Y. A framework for discrete integral transformations I - The pseudopolar Fourier transform Siam Journal On Scientific Computing. 30: 764-784. DOI: 10.1137/060650283  0.364
2007 Shahram M, Donoho D, Starck J. Multiscale representation for data on the sphere and applications to geopotential data Proceedings of Spie. 6701. DOI: 10.1117/12.735175  0.368
2007 Donoho DL, Tanner J. Thresholds for the recovery of sparse solutions via L1 minimization 2006 Ieee Conference On Information Sciences and Systems, Ciss 2006 - Proceedings. 202-206. DOI: 10.1109/CISS.2006.286462  0.486
2007 Donoho DL, Elad M, Temlyakov VN. On Lebesgue-type inequalities for greedy approximation Journal of Approximation Theory. 147: 185-195. DOI: 10.1016/J.Jat.2007.01.004  0.3
2006 Abramovich F, Benjamini Y, Donoho DL, Johnstone IM. Adapting to unknown sparsity by controlling the false discovery rate Annals of Statistics. 34: 584-653. DOI: 10.1214/009053606000000074  0.32
2006 Arias-Castro E, Donoho DL, Huo X. Adaptive multiscale detection of filamentary structures in a background of uniform random points Annals of Statistics. 34: 326-349. DOI: 10.1214/009053605000000787  0.595
2006 Candès E, Demanet L, Donoho D, Ying L. Fast discrete curvelet transforms Multiscale Modeling and Simulation. 5: 861-899. DOI: 10.1137/05064182X  0.618
2006 Tsaig Y, Donoho DL. Extensions of compressed sensing Signal Processing. 86: 549-571. DOI: 10.1016/j.sigpro.2005.05.029  0.744
2006 Tsaig Y, Donoho DL. Breakdown of equivalence between the minimal ℓ1-norm solution and the sparsest solution Signal Processing. 86: 533-548. DOI: 10.1016/J.Sigpro.2005.05.028  0.77
2006 Donoho DL, Elad M. On the stability of the basis pursuit in the presence of noise Signal Processing. 86: 511-532. DOI: 10.1016/J.Sigpro.2005.05.027  0.363
2006 Averbuch A, Coifman RR, Donoho DL, Elad M, Israeli M. Fast and accurate Polar Fourier transform Applied and Computational Harmonic Analysis. 21: 145-167. DOI: 10.1016/J.Acha.2005.11.003  0.33
2006 Donoho DL. For most large underdetermined systems of linear equations the minimal ℓ 1-norm solution is also the sparsest solution Communications On Pure and Applied Mathematics. 59: 797-829. DOI: 10.1002/Cpa.20132  0.364
2006 Donoho DL. For most large underdetermined systems of equations, the minimal ℓ 1-norm near-solution approximates the sparsest near-solution Communications On Pure and Applied Mathematics. 59: 0907-0934. DOI: 10.1002/Cpa.20131  0.351
2005 Starck JL, Elad M, Donoho DL. Image decomposition via the combination of sparse representations and a variational approach. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 1570-82. PMID 16238062 DOI: 10.1109/Tip.2005.852206  0.355
2005 Donoho DL, Tanner J. Sparse nonnegative solution of underdetermined linear equations by linear programming. Proceedings of the National Academy of Sciences of the United States of America. 102: 9446-51. PMID 15976026 DOI: 10.1073/pnas.0502269102  0.499
2005 Donoho DL, Tanner J. Neighborliness of randomly projected simplices in high dimensions. Proceedings of the National Academy of Sciences of the United States of America. 102: 9452-7. PMID 15972808 DOI: 10.1073/pnas.0502258102  0.486
2005 Averbuch AZ, Schclar A, Donoho DL. Deblocking of block-transform compressed images using weighted sums of symmetrically aligned pixels. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 200-12. PMID 15700525 DOI: 10.1109/Tip.2004.840688  0.315
2005 Arias-Castro E, Donoho DL, Huo X, Tovey CA. Connect the dots: How many random points can a regular curve pass through? Advances in Applied Probability. 37: 571-603. DOI: 10.1239/Aap/1127483737  0.667
2005 Jin J, Starck JL, Donoho DL, Aghanim N, Forni O. Cosmological non-Gaussian signature detection: Comparing performance of different statistical tests Eurasip Journal On Applied Signal Processing. 2005: 2470-2485. DOI: 10.1155/Asp.2005.2470  0.544
2005 Starck JL, Martínez VJ, Donoho DL, Levi O, Querre P, Saar E. Analysis of the spatial distribution of galaxies by multiscale methods Eurasip Journal On Applied Signal Processing. 2005: 2455-2469. DOI: 10.1155/Asp.2005.2455  0.565
2005 Rahman IU, Drori I, Stodden VC, Donoho DL, Schröder P. Multiscale representations for manifold-valued data Multiscale Modeling and Simulation. 4: 1201-1232. DOI: 10.1137/050622729  0.744
2005 Wakin MB, Donoho DL, Choi H, Baraniuk RG. The multiscale structure of non-differentiable image manifolds Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-17. DOI: 10.1117/12.617822  0.316
2005 Zhang Y, Roughan M, Lund C, Donoho DL. Estimating point-to-point and point-to-multipoint traffic matrices: An information-theoretic approach Ieee/Acm Transactions On Networking. 13: 947-960. DOI: 10.1109/Tnet.2005.857115  0.3
2005 Arias-Castro E, Donoho DL, Huo X. Near-optimal detection of geometric objects by fast multiscale methods Ieee Transactions On Information Theory. 51: 2402-2425. DOI: 10.1109/TIT.2005.850056  0.598
2005 Donoho DL, Tsaig Y. Recent advances in sparsity-driven signal recovery Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1416403  0.75
2005 Elad M, Starck JL, Querre P, Donoho DL. Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA) Applied and Computational Harmonic Analysis. 19: 340-358. DOI: 10.1016/J.Acha.2005.03.005  0.314
2005 Candès EJ, Donoho DL. Continuous curvelet transform: II. Discretization and frames Applied and Computational Harmonic Analysis. 19: 198-222. DOI: 10.1016/J.Acha.2005.02.004  0.617
2005 Candès EJ, Donoho DL. Continuous curvelet transform: I. Resolution of the wavefront set Applied and Computational Harmonic Analysis. 19: 162-197. DOI: 10.1016/j.acha.2005.02.003  0.581
2005 Donoho DL, Grimes C. Image manifolds which are isometric to Euclidean space Journal of Mathematical Imaging and Vision. 23: 5-24. DOI: 10.1007/S10851-005-4965-4  0.338
2004 Donoho D, Jin J. Higher criticism for detecting sparse heterogeneous mixtures Annals of Statistics. 32: 962-994. DOI: 10.1214/009053604000000265  0.504
2004 Donoho DL, Raimondo ME. Translation Invariant Deconvolution In A Periodic Setting International Journal of Wavelets, Multiresolution and Information Processing. 2: 415-431. DOI: 10.1142/S0219691304000640  0.352
2004 Starck J, Elad M, Donoho D. Redundant Multiscale Transforms and Their Application for Morphological Component Separation Advances in Imaging and Electron Physics. 132: 287-348. DOI: 10.1016/S1076-5670(04)32006-9  0.364
2004 Candès EJ, Donoho DL. New tight frames of curvelets and optimal representations of objects with piecewise C2 singularities Communications On Pure and Applied Mathematics. 57: 0219-0266. DOI: 10.1002/Cpa.10116  0.609
2003 Starck JL, Murtagh F, Candès EJ, Donoho DL. Gray and color image contrast enhancement by the curvelet transform. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 12: 706-17. PMID 18237946 DOI: 10.1109/Tip.2003.813140  0.602
2003 Donoho DL, Grimes C. Hessian eigenmaps: locally linear embedding techniques for high-dimensional data. Proceedings of the National Academy of Sciences of the United States of America. 100: 5591-6. PMID 16576753 DOI: 10.1073/Pnas.1031596100  0.736
2003 Donoho DL, Elad M. Optimally sparse representation in general (nonorthogonal) dictionaries via l minimization. Proceedings of the National Academy of Sciences of the United States of America. 100: 2197-202. PMID 16576749 DOI: 10.1073/Pnas.0437847100  0.356
2003 Starck JL, Donoho DL, Candès EJ. Astronomical image representation by the curvelet transform Astronomy and Astrophysics. 398: 785-800. DOI: 10.1051/0004-6361:20021571  0.618
2003 Flesia AG, Hel-or H, Averbuch A, Candès EJ, Coifman RR, Donoho DL. Digital implementation of ridgelet packets Studies in Computational Mathematics. 10: 31-60. DOI: 10.1016/S1570-579X(03)80030-7  0.629
2003 Donoho DL, Flesia AG. Digital ridgelet transform based on true ridge functions Studies in Computational Mathematics. 10: 1-30. DOI: 10.1016/S1570-579X(03)80029-0  0.362
2002 Starck JL, Candès EJ, Donoho DL. The curvelet transform for image denoising. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 11: 670-84. PMID 18244665 DOI: 10.1109/Tip.2002.1014998  0.62
2002 Candès EJ, Donoho DL. Recovering edges in ill-posed inverse problems: Optimality of curvelet frames Annals of Statistics. 30: 784-842. DOI: 10.1214/Aos/1028674842  0.623
2002 Donoho DL, Levi O, Starck JL, Martínez VJ. Multiscale geometric analysis for 3-D catalogues Proceedings of Spie - the International Society For Optical Engineering. 4847: 101-111. DOI: 10.1117/12.461971  0.571
2001 Donoho DL, Flesia AG. Can recent innovations in harmonic analysis 'explain' key findings in natural image statistics? Network: Computation in Neural Systems. 12: 371-393. PMID 11563535 DOI: 10.1080/Net.12.3.371.393  0.355
2001 Chen SS, Donoho DL, Saunders MA. Atomic decomposition by basis pursuit Siam Review. 43: 129-159. DOI: 10.1137/S003614450037906X  0.362
2001 Starck JL, Donoho DL, Candès EJ. Very high quality image restoration by combining wavelets and curvelets Proceedings of Spie - the International Society For Optical Engineering. 4478: 9-19. DOI: 10.1117/12.449693  0.58
2001 Donoho DL, Huo X. Uncertainty principles and ideal atomic decomposition Ieee Transactions On Information Theory. 47: 2845-2862. DOI: 10.1109/18.959265  0.322
2001 Donoho DL. Sparse components of images and optimal atomic decompositions Constructive Approximation. 17: 353-382. DOI: 10.1007/S003650010032  0.314
2001 Candès EJ, Donoho DL. Curvelets and curvilinear integrals Journal of Approximation Theory. 113: 59-90. DOI: 10.1006/Jath.2001.3624  0.571
2001 Donoho DL. Ridge Functions and Orthonormal Ridgelets Journal of Approximation Theory. 111: 143-179. DOI: 10.1006/Jath.2001.3568  0.306
2000 Donoho DL. Orthonormal ridgelets and linear singularities Siam Journal On Mathematical Analysis. 31: 1062-1099. DOI: 10.1137/S0036141098344403  0.366
2000 Donoho DL, Yu TPY. Nonlinear pyramid transforms based on median-interpolation Siam Journal On Mathematical Analysis. 31: 1030-1061. DOI: 10.1137/S0036141097330294  0.323
2000 Donoho DL, Dyn N, Levin D, Yu TPY. Smooth Multiwavelet Duals of Alpert Bases by Moment-Interpolating Refinement Applied and Computational Harmonic Analysis. 9: 166-203. DOI: 10.1006/Acha.2000.0315  0.302
1999 Donoho DL. Wedgelets: Nearly minimax estimation of edges Annals of Statistics. 27: 859-897. DOI: 10.1214/Aos/1018031261  0.361
1999 Candès EJ, Donoho DL. Ridgelets: A key to higher-dimensional intermittency? Philosophical Transactions of the Royal Society a: Mathematical, Physical and Engineering Sciences. 357: 2495-2509. DOI: 10.1098/Rsta.1999.0444  0.617
1998 Donoho DL, Johnstone IM. Minimax estimation via wavelet shrinkage Annals of Statistics. 26: 879-921. DOI: 10.1214/Aos/1024691081  0.382
1998 Donoho DL, Vetterli M, Devore RA, Daubechies I. Data compression and harmonic analysis Ieee Transactions On Information Theory. 44: 2435-2476. DOI: 10.1109/18.720544  0.365
1997 Donoho DL. CART and best-ortho-basis: A connection Annals of Statistics. 25: 1870-1911. DOI: 10.1214/Aos/1069362377  0.341
1996 Donoho DL, Johnstone IM, Kerkyacharian G, Picard D. Density estimation by wavelet thresholding Annals of Statistics. 24: 508-539. DOI: 10.1214/Aos/1032894451  0.315
1996 Donoho DL. Unconditional bases and bit-level compression Applied and Computational Harmonic Analysis. 3: 388-392. DOI: 10.1006/Acha.1996.0032  0.348
1995 Donoho DL, Johnstone IM, Kerkyacharian G, Picard D. Wavelet Shrinkage: Asymptopia? Journal of the Royal Statistical Society: Series B (Methodological). 57: 301-337. DOI: 10.1111/J.2517-6161.1995.Tb02032.X  0.371
1995 Donoho DL. De-Noising by Soft-Thresholding Ieee Transactions On Information Theory. 41: 613-627. DOI: 10.1109/18.382009  0.351
1995 Donoho DL, Johnstone IM. Adapting to unknown smoothness via wavelet shrinkage Journal of the American Statistical Association. 90: 1200-1224. DOI: 10.1080/01621459.1995.10476626  0.353
1995 Donoho DL. Nonlinear Solution of Linear Inverse Problems by Wavelet-Vaguelette Decomposition Applied and Computational Harmonic Analysis. 2: 101-126. DOI: 10.1006/Acha.1995.1008  0.375
1994 Donoho DL. Statistical Estimation and Optimal Recovery Annals of Statistics. 22: 238-270. DOI: 10.1214/Aos/1176325367  0.304
1994 Donoho DL, Johnstone JM. Ideal spatial adaptation by wavelet shrinkage Biometrika. 81: 425-455. DOI: 10.1093/Biomet/81.3.425  0.335
1994 Donoho DL, Johnstone IM. Minimax risk over lp-balls for lp-error Probability Theory and Related Fields. 99: 277-303. DOI: 10.1007/Bf01199026  0.318
1994 Donoho DL. Asymptotic minimax risk for sup-norm loss: Solution via optimal recovery Probability Theory and Related Fields. 99: 145-170. DOI: 10.1007/Bf01199020  0.313
1993 Bruce AG, Donoho DL, Martin RD. Nonlinear and robust signal extraction based on wavelets Journal of the Acoustical Society of America. 93: 2275-2275. DOI: 10.1121/1.406591  0.355
1993 Donoho DL. Unconditional Bases Are Optimal Bases for Data Compression and for Statistical Estimation Applied and Computational Harmonic Analysis. 1: 100-115. DOI: 10.1006/Acha.1993.1008  0.336
1992 Donoho DL, Johnstone IM, Hoch JC, Stern AS. Maximum Entropy and the Nearly Black Object Journal of the Royal Statistical Society: Series B (Methodological). 54: 41-67. DOI: 10.1111/J.2517-6161.1992.Tb01864.X  0.326
1990 Donoho DL, Johnstone IM, Stern AS, Hoch JC. Does the maximum entropy method improve sensitivity? Proceedings of the National Academy of Sciences of the United States of America. 87: 5066-5068. DOI: 10.1073/Pnas.87.13.5066  0.353
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