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Deanna Needell, Ph.D. - Publications

Affiliations: 
2009 Mathematics University of California, Davis, Davis, CA 
Area:
Mathematics
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45 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
2020 Ravishankar S, Ma A, Needell D. Analysis of fast structured dictionary learning. Information and Inference : a Journal of the Ima. 9: 785-811. PMID 33343894 DOI: 10.1093/Imaiai/Iaz028  0.375
2020 Molitor D, Needell D. An iterative method for classification of binary data Information and Inference: a Journal of the Ima. DOI: 10.1093/Imaiai/Iaaa003  0.328
2020 Rebrova E, Needell D. On block Gaussian sketching for the Kaczmarz method Numerical Algorithms. 1-31. DOI: 10.1007/S11075-020-00895-9  0.456
2020 Moorman JD, Tu TK, Molitor D, Needell D. Randomized Kaczmarz with averaging Bit Numerical Mathematics. 1-23. DOI: 10.1007/S10543-020-00824-1  0.405
2020 Molitor D, Needell D, Ward R. Bias of Homotopic Gradient Descent for the Hinge Loss Applied Mathematics and Optimization. 1-27. DOI: 10.1007/S00245-020-09656-5  0.351
2019 Haddock J, Needell D. Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions Siam Journal On Scientific Computing. 41: S19-S36. DOI: 10.1137/18M1179213  0.328
2019 Ma A, Zhou Y, Rush C, Baron D, Needell D. An Approximate Message Passing Framework for Side Information Ieee Transactions On Signal Processing. 67: 1875-1888. DOI: 10.1109/Tsp.2019.2899286  0.35
2019 Fukshansky L, Needell D, Sudakov B. An algebraic perspective on integer sparse recovery Applied Mathematics and Computation. 340: 31-42. DOI: 10.1016/J.Amc.2018.08.007  0.449
2018 Choi W, Needell D, Nelson S. Boltzmann enhancements of biquasile counting invariants Journal of Knot Theory and Its Ramifications. 27: 1850068. DOI: 10.1142/S0218216518500682  0.303
2018 Ma A, Needell D, Ramdas A. Iterative Methods for Solving Factorized Linear Systems Siam Journal On Matrix Analysis and Applications. 39: 104-122. DOI: 10.1137/17M1115678  0.417
2018 Gu X, Tu S, Shi HM, Case M, Needell D, Plan Y. Optimizing Quantization for Lasso Recovery Ieee Signal Processing Letters. 25: 45-49. DOI: 10.1109/Lsp.2017.2770018  0.375
2018 Haddock J, Needell D. On Motzkin’s method for inconsistent linear systems Bit Numerical Mathematics. 59: 387-401. DOI: 10.1007/S10543-018-0737-6  0.397
2017 Hefny A, Needell D, Ramdas A. Rows versus Columns: Randomized Kaczmarz or Gauss--Seidel for Ridge Regression Siam Journal On Scientific Computing. 39: S528-S542. DOI: 10.1137/16M1077891  0.366
2017 De Loera JA, Haddock J, Needell D. A Sampling Kaczmarz--Motzkin Algorithm for Linear Feasibility Siam Journal On Scientific Computing. 39: S66-S87. DOI: 10.1137/16M1073807  0.411
2017 Nguyen N, Needell D, Woolf T. Linear Convergence of Stochastic Iterative Greedy Algorithms With Sparse Constraints Ieee Transactions On Information Theory. 63: 6869-6895. DOI: 10.1109/Tit.2017.2749330  0.496
2017 Baraniuk RG, Foucart S, Needell D, Plan Y, Wootters M. Exponential Decay of Reconstruction Error From Binary Measurements of Sparse Signals Ieee Transactions On Information Theory. 63: 3368-3385. DOI: 10.1109/Tit.2017.2688381  0.403
2017 Baraniuk R, Foucart S, Needell D, Plan Y, Wootters M. One-bit compressive sensing of dictionary-sparse signals Information and Inference: a Journal of the Ima. 7: 83-104. DOI: 10.1093/Imaiai/Iax009  0.435
2017 Saadat A, Safari A, Needell D. IRG2016: RBF-based regional geoid model of Iran Studia Geophysica Et Geodaetica. 62: 380-407. DOI: 10.1007/S11200-016-0679-X  0.334
2016 Davenport MA, Massimino AK, Needell D, Woolf T. Constrained Adaptive Sensing Ieee Transactions On Signal Processing. 64: 5437-5449. DOI: 10.1109/Tsp.2016.2597130  0.391
2016 Saadat SA, Safari A, Needell D. Sparse Reconstruction of Regional Gravity Signal Based on Stabilized Orthogonal Matching Pursuit (SOMP) Pure and Applied Geophysics. 173: 2087-2099. DOI: 10.1007/S00024-015-1228-1  0.428
2015 Ma A, Needell D, Ramdas A. Convergence properties of the randomized extended gauss-seidel and kaczmarz methods Siam Journal On Matrix Analysis and Applications. 36: 1590-1604. DOI: 10.1137/15M1014425  0.425
2015 Krahmer F, Needell D, Ward R. Compressive sensing with redundant dictionaries and structured measu rements Siam Journal On Mathematical Analysis. 47: 4606-4629. DOI: 10.1137/151005245  0.384
2015 Needell D, Zhao R, Zouzias A. Randomized block Kaczmarz method with projection for solving least squares Linear Algebra and Its Applications. 484: 322-343. DOI: 10.1016/J.Laa.2015.06.027  0.426
2015 Giryes R, Needell D. Near oracle performance and block analysis of signal space greedy methods Journal of Approximation Theory. 194: 157-174. DOI: 10.1016/J.Jat.2015.02.007  0.459
2015 Giryes R, Needell D. Greedy signal space methods for incoherence and beyond Applied and Computational Harmonic Analysis. 39: 1-20. DOI: 10.1016/J.Acha.2014.07.004  0.406
2015 Briskman J, Needell D. Block Kaczmarz Method with Inequalities Journal of Mathematical Imaging and Vision. 52: 385-396. DOI: 10.1007/S10851-014-0539-7  0.422
2014 Ma Y, Baron D, Needell D. Two-part reconstruction with noisy-sudocodes Ieee Transactions On Signal Processing. 62: 6323-6334. DOI: 10.1109/Tsp.2014.2362892  0.417
2014 Needell D, Tropp JA. Paved with good intentions: Analysis of a randomized block Kaczmarz method Linear Algebra and Its Applications. 441: 199-221. DOI: 10.1016/J.Laa.2012.12.022  0.437
2014 Chen G, Divekar A, Needell D. Guaranteed sparse signal recovery with highly coherent sensing matrices Sampling Theory in Signal and Image Processing. 13: 91-109.  0.33
2013 Needell D, Ward R. Near-optimal compressed sensing guarantees for total variation minimization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3941-9. PMID 23708808 DOI: 10.1109/Tip.2013.2264681  0.399
2013 Needell D, Ward R. Stable image reconstruction using total variation minimization Siam Journal On Imaging Sciences. 6: 1035-1058. DOI: 10.1137/120868281  0.341
2013 Davenport MA, Needell D, Wakin MB. Signal space CoSaMP for sparse recovery with redundant dictionaries Ieee Transactions On Information Theory. 59: 6820-6829. DOI: 10.1109/Tit.2013.2273491  0.45
2013 Jamil N, Needell D, Muller J, Lutteroth C, Weber G. Kaczmarz algorithm with soft constraints for user interface layout Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 818-824. DOI: 10.1109/ICTAI.2013.125  0.333
2013 Needell D, Ward R. Two-Subspace Projection Method for Coherent Overdetermined Systems Journal of Fourier Analysis and Applications. 19: 256-269. DOI: 10.1007/S00041-012-9248-Z  0.44
2012 Eldar YC, Needell D, Plan Y. Uniqueness conditions for low-rank matrix recovery Applied and Computational Harmonic Analysis. 33: 309-314. DOI: 10.1117/12.891933  0.341
2012 Davenport MA, Needell D, Wakin MB. CoSaMP with redundant dictionaries Conference Record - Asilomar Conference On Signals, Systems and Computers. 263-267. DOI: 10.1109/ACSSC.2012.6489003  0.351
2011 Candès EJ, Eldar YC, Needell D, Randall P. Compressed sensing with coherent and redundant dictionaries Applied and Computational Harmonic Analysis. 31: 59-73. DOI: 10.1016/J.Acha.2010.10.002  0.407
2011 Eldar YC, Needell D. Acceleration of randomized Kaczmarz method via the Johnson-Lindenstrauss Lemma Numerical Algorithms. 58: 163-177. DOI: 10.1007/S11075-011-9451-Z  0.419
2010 Needell D, Vershynin R. Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit Ieee Journal On Selected Topics in Signal Processing. 4: 310-316. DOI: 10.1109/Jstsp.2010.2042412  0.395
2010 Herman MA, Needell D. Mixed operators in compressed sensing 2010 44th Annual Conference On Information Sciences and Systems, Ciss 2010. DOI: 10.1109/CISS.2010.5464909  0.435
2010 Needell D, Tropp JA. CoSaMP: Iterative signal recovery from incomplete and inaccurate samples Communications of the Acm. 53: 93-100. DOI: 10.1016/J.Acha.2008.07.002  0.404
2010 Needell D. Randomized Kaczmarz solver for noisy linear systems Bit Numerical Mathematics. 50: 395-403. DOI: 10.1007/S10543-010-0265-5  0.404
2009 Needell D. Noisy signal recovery via iterative reweighted l1-minimization Conference Record - Asilomar Conference On Signals, Systems and Computers. 113-117. DOI: 10.1109/ACSSC.2009.5470154  0.304
2009 Needell D, Vershynin R. Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit Foundations of Computational Mathematics. 9: 317-334. DOI: 10.1007/S10208-008-9031-3  0.466
2008 Needell D, Vershynin R. Greedy signal recovery and uncertainty principles Proceedings of Spie - the International Society For Optical Engineering. 6814. DOI: 10.1117/12.776996  0.464
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