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Joel A. Tropp, Ph.D. - Publications

Affiliations: 
2004 University of Texas at Austin, Austin, Texas, U.S.A. 
Area:
Mathematics
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53 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 Guta M, Kahn J, Kueng R, Tropp JA. Fast state tomography with optimal error bounds Journal of Physics A. 53: 204001. DOI: 10.1088/1751-8121/Ab8111  0.348
2020 Martinsson P, Tropp JA. Randomized numerical linear algebra: Foundations and algorithms Acta Numerica. 29: 403-572. DOI: 10.1017/S0962492920000021  0.386
2019 Tropp JA, Yurtsever A, Udell M, Cevher V. Streaming Low-Rank Matrix Approximation With An Application To Scientific Simulation Siam Journal On Scientific Computing. 41. DOI: 10.1137/18M1201068  0.332
2018 Oymak S, Tropp JA. Universality laws for randomized dimension reduction, with applications Information and Inference: a Journal of the Ima. 7: 337-446. DOI: 10.1093/Imaiai/Iax011  0.371
2017 Tropp JA, Yurtsever A, Udell M, Cevher V. Practical Sketching Algorithms For Low-Rank Matrix Approximation Siam Journal On Matrix Analysis and Applications. 38: 1454-1485. DOI: 10.1137/17M1111590  0.481
2016 Paulin D, Mackey L, Tropp JA. Efron–Stein inequalities for random matrices Annals of Probability. 44: 3431-3473. DOI: 10.1214/15-Aop1054  0.325
2016 Tropp JA. Second-order matrix concentration inequalities Applied and Computational Harmonic Analysis. 44: 700-736. DOI: 10.1016/J.Acha.2016.07.005  0.381
2015 Horstmeyer R, Chen RY, Ou X, Ames B, Tropp JA, Yang C. Solving ptychography with a convex relaxation. New Journal of Physics. 17. PMID 26146480 DOI: 10.1088/1367-2630/17/5/053044  0.478
2015 Tropp JA. Integer factorization of a positive-definite matrix Siam Journal On Discrete Mathematics. 29: 1783-1791. DOI: 10.1137/15M1024718  0.383
2015 Bruer JJ, Tropp JA, Cevher V, Becker SR. Designing statistical estimators that balance sample size, risk, and computational cost Ieee Journal On Selected Topics in Signal Processing. 9: 612-624. DOI: 10.1109/Jstsp.2015.2400412  0.368
2015 Lerman G, McCoy MB, Tropp JA, Zhang T. Robust Computation of Linear Models by Convex Relaxation Foundations of Computational Mathematics. 15: 363-410. DOI: 10.1007/S10208-014-9221-0  0.47
2014 Chen RY, Tropp JA. Subadditivity of matrix φ-entropy and concentration of random matrices Electronic Journal of Probability. 19. DOI: 10.1214/Ejp.V19-2964  0.372
2014 Mackey L, Jordan MI, Chen RY, Farrell B, Tropp JA. Matrix concentration inequalities via the method of exchangeable pairs Annals of Probability. 42: 906-945. DOI: 10.1214/13-Aop892  0.406
2014 Amelunxen D, Lotz M, McCoy MB, Tropp JA. Living on the edge: phase transitions in convex programs with random data Information and Inference: a Journal of the Ima. 3: 224-294. DOI: 10.1093/Imaiai/Iau005  0.411
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  0.524
2014 McCoy MB, Tropp JA. Sharp Recovery Bounds for Convex Demixing, with Applications Foundations of Computational Mathematics. 14: 503-567. DOI: 10.1007/S10208-014-9191-2  0.427
2014 McCoy MB, Tropp JA. From Steiner Formulas for Cones to Concentration of Intrinsic Volumes Discrete and Computational Geometry. 51: 926-963. DOI: 10.1007/S00454-014-9595-4  0.355
2013 Pfander GE, Rauhut H, Tropp JA. The restricted isometry property for time-frequency structured random matrices Probability Theory and Related Fields. 156: 707-737. DOI: 10.1007/S00440-012-0441-4  0.315
2012 Chen RY, Gittens A, Tropp JA. The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration Inequalities Information and Inference: a Journal of the Ima. 1: 2-20. DOI: 10.1093/Imaiai/Ias001  0.335
2012 Rauhut H, Romberg J, Tropp JA. Restricted isometries for partial random circulant matrices Applied and Computational Harmonic Analysis. 32: 242-254. DOI: 10.1016/J.Acha.2011.05.001  0.413
2012 Tropp JA. User-Friendly Tail Bounds for Sums of Random Matrices Foundations of Computational Mathematics. 12: 389-434. DOI: 10.1007/S10208-011-9099-Z  0.412
2012 Tropp JA. A comparison principle for functions of a uniformly random subspace Probability Theory and Related Fields. 153: 759-769. DOI: 10.1007/S00440-011-0360-9  0.403
2011 Tropp JA. Freedman'S Inequality For Matrix Martingales Electronic Communications in Probability. 16: 262-270. DOI: 10.1214/Ecp.V16-1624  0.386
2011 McCoy M, Tropp JA. Two proposals for robust PCA using semidefinite programming Electronic Journal of Statistics. 5: 1123-1160. DOI: 10.1214/11-Ejs636  0.33
2011 Tropp JA. Improved analysis of the subsampled randomized hadamard transform Advances in Adaptive Data Analysis. 3: 115-126. DOI: 10.1142/S1793536911000787  0.322
2011 Halko N, Martinsson PG, Tropp JA. Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions Siam Review. 53: 217-288. DOI: 10.1137/090771806  0.495
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  0.423
2008 Tropp JA. The random paving property for uniformly bounded matrices Studia Mathematica. 185: 67-82. DOI: 10.4064/Sm185-1-4  0.44
2008 Brickell J, Dhillon IS, Suvrit SRA, Tropp JA. The metric nearness problem Siam Journal On Matrix Analysis and Applications. 30: 375-396. DOI: 10.1137/060653391  0.68
2008 Gilbert AC, Strauss MJ, Tropp JA. A tutorial on fast fourier sampling: How to apply it to problems Ieee Signal Processing Magazine. 25: 57-66. DOI: 10.1109/Msp.2007.915000  0.432
2008 Dhillon IS, Heath RW, Strohmer T, Tropp JA. Constructing packings in Grassmannian manifolds via alternating projection Experimental Mathematics. 17: 9-35. DOI: 10.1080/10586458.2008.10129018  0.632
2008 Tropp JA. Norms of random submatrices and sparse approximation Comptes Rendus Mathematique. 346: 1271-1274. DOI: 10.1016/J.Crma.2008.10.008  0.479
2008 Tropp JA. On the conditioning of random subdictionaries Applied and Computational Harmonic Analysis. 25: 1-24. DOI: 10.1016/J.Acha.2007.09.001  0.419
2008 Tropp JA. On the linear independence of spikes and sines Journal of Fourier Analysis and Applications. 14: 838-858. DOI: 10.1007/S00041-008-9042-0  0.404
2007 Dhillon IS, Tropp JA. Matrix nearness problems with bregman divergences Siam Journal On Matrix Analysis and Applications. 29: 1120-1146. DOI: 10.1137/060649021  0.687
2007 Tropp JA, Gilbert AC. Signal recovery from random measurements via orthogonal matching pursuit Ieee Transactions On Information Theory. 53: 4655-4666. DOI: 10.1109/Tit.2007.909108  0.393
2007 Sustik MA, Tropp JA, Dhillon IS, Heath RW. On the existence of equiangular tight frames Linear Algebra and Its Applications. 426: 619-635. DOI: 10.1016/J.Laa.2007.05.043  0.587
2006 Dhillon IS, Heath RW, Sustik MA, Tropp JA. Generalized finite algorithms for constructing Hermitian matrices with prescribed diagonal and spectrum Siam Journal On Matrix Analysis and Applications. 27: 61-71. DOI: 10.1137/S0895479803438183  0.685
2006 Tropp JA. Just relax: Convex programming methods for identifying sparse signals in noise Ieee Transactions On Information Theory. 52: 1030-1051. DOI: 10.1109/Tit.2005.864420  0.48
2006 Tropp JA. Algorithms for simultaneous sparse approximation. Part II: Convex relaxation Signal Processing. 86: 589-602. DOI: 10.1016/J.Sigpro.2005.05.031  0.494
2006 Tropp JA, Gilbert AC, Strauss MJ. Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit Signal Processing. 86: 572-588. DOI: 10.1016/J.Sigpro.2005.05.030  0.472
2006 Sra S, Tropp JA. Row-action methods for compressed sensing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3: III868-III871.  0.565
2005 Tropp JA. Complex equiangular tight frames Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-11. DOI: 10.1117/12.618821  0.303
2005 Tropp JA. Average-case analysis of greedy pursuit Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-11. DOI: 10.1117/12.618154  0.442
2005 Tropp JA. Recovery of short, complex linear combinations via l1 minimization Ieee Transactions On Information Theory. 51: 1568-1570. DOI: 10.1109/Tit.2005.844057  0.325
2005 Tropp JA, Dhillon IS, Heath RW, Strohmer T. Designing structured tight frames via an alternating projection method Ieee Transactions On Information Theory. 51: 188-209. DOI: 10.1109/Tit.2004.839492  0.688
2005 Dhillon IS, Sra S, Tropp JA. Triangle fixing algorithms for the metric nearness problem Advances in Neural Information Processing Systems.  0.715
2004 Tropp JA, Dhillon IS, Heath RW. Finite-step algorithms for constructing optimal CDMA signature sequences Ieee Transactions On Information Theory. 50: 2916-2921. DOI: 10.1109/Tit.2004.836698  0.692
2004 Tropp JA. Greed is good: Algorithmic results for sparse approximation Ieee Transactions On Information Theory. 50: 2231-2242. DOI: 10.1109/Tit.2004.834793  0.496
2004 Tropp JA, Dhillon IS, Heath RW. Optimal CDMA signatures: A finite-step approach Ieee International Symposium On Spread Spectrum Techniques and Applications. 335-339.  0.662
2004 Heath RW, Tropp JA, Dhillon IS, Strohmer T. Construction of equiangular signatures for synchronous CDMA systems Ieee International Symposium On Spread Spectrum Techniques and Applications. 708-712.  0.642
2003 Tropp JA, Dhillon IS, Heath RW, Strohmer T. CDMA signature sequences with low peak-to-average-power ratio via alternating projection Conference Record of the Asilomar Conference On Signals, Systems and Computers. 1: 475-479.  0.63
2003 Tropp JA, Heath RW, Strohmer T. Optimal CDMA signature sequences, inverse eigenvalue problems and alternating minimization Ieee International Symposium On Information Theory - Proceedings. 407.  0.318
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