Joel A. Tropp, Ph.D.
Affiliations: | 2004 | University of Texas at Austin, Austin, Texas, U.S.A. |
Area:
MathematicsGoogle:
"Joel Tropp"Parents
Sign in to add mentor| Inderjit S. Dhillon | grad student | 2004 | UT Austin | |
| (Topics in sparse approximation.) | ||||
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Publications
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| Guta M, Kahn J, Kueng R, et al. (2020) Fast state tomography with optimal error bounds Journal of Physics A. 53: 204001 |
| Martinsson P, Tropp JA. (2020) Randomized numerical linear algebra: Foundations and algorithms Acta Numerica. 29: 403-572 |
| Tropp JA, Yurtsever A, Udell M, et al. (2019) Streaming Low-Rank Matrix Approximation With An Application To Scientific Simulation Siam Journal On Scientific Computing. 41 |
| Oymak S, Tropp JA. (2018) Universality laws for randomized dimension reduction, with applications Information and Inference: a Journal of the Ima. 7: 337-446 |
| Tropp JA, Yurtsever A, Udell M, et al. (2017) Practical Sketching Algorithms For Low-Rank Matrix Approximation Siam Journal On Matrix Analysis and Applications. 38: 1454-1485 |
| Paulin D, Mackey L, Tropp JA. (2016) Efron–Stein inequalities for random matrices Annals of Probability. 44: 3431-3473 |
| Tropp JA. (2016) Second-order matrix concentration inequalities Applied and Computational Harmonic Analysis. 44: 700-736 |
| Horstmeyer R, Chen RY, Ou X, et al. (2015) Solving ptychography with a convex relaxation. New Journal of Physics. 17 |
| Tropp JA. (2015) Integer factorization of a positive-definite matrix Siam Journal On Discrete Mathematics. 29: 1783-1791 |
| Bruer JJ, Tropp JA, Cevher V, et al. (2015) Designing statistical estimators that balance sample size, risk, and computational cost Ieee Journal On Selected Topics in Signal Processing. 9: 612-624 |