Joel A. Tropp - Publications, H-index & Citations

Joel A. Tropp

General Electric

55H指数

201论文数

3.6W被引数

收录论文 18

发表时间

Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations

COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

IF2.7

2024-12-04

OAAI

Chen, Yifan; Epperly, Ethan N.; Tropp, Joel A.; Webber, Robert J.

Sparse Random Hamiltonians Are Quantumly Easy

PHYSICAL REVIEW X

IF15.7

2024-02-09

OAAI

Chen, Chi -Fang; Dalzell, Alexander M.; Berta, Mario; Brandao, Fernando G. S. L.; Tropp, Joel A.

EFFICIENT ERROR AND VARIANCE ESTIMATION FOR RANDOMIZED MATRIX COMPUTATIONS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2024-02-08

OAAI

Epperly, Ethan N.; Tropp, Joel A.

Concentration for Random Product Formulas

PRX QUANTUM

IF11

2021-10-07

OAAI

Chen, Chi-Fang; Huang, Hsin-Yuan; Kueng, Richard; Tropp, Joel A.

Randomized numerical linear algebra: Foundations and algorithms

ACTA NUMERICA

IF11.3

2020-11-30

145

OAAI

Martinsson, Per-Gunnar; Tropp, Joel A.

STREAMING LOW-RANK MATRIX APPROXIMATION WITH AN APPLICATION TO SCIENTIFIC SIMULATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2019-07-30

OAAI

Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan

Designing Statistical Estimators That Balance Sample Size, Risk, and Computational Cost

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2015-06-01

OAAI

Bruer, John J.; Tropp, Joel A.; Cevher, Volkan; Becker, Stephen R.

A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization

PHYSICS OF FLUIDS

IF4.3

2014-05-13

OAAI

Moarref, R.; Jovanovic, M. R.; Tropp, J. A.; Sharma, A. S.; McKeon, B. J.

Compact representation of wall-bounded turbulence using compressive sampling

PHYSICS OF FLUIDS

IF4.3

2014-01-22

OAAI

Bourguignon, J-L; Tropp, J. A.; Sharma, A. S.; McKeon, B. J.

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

SIAM REVIEW

IF6.1

2011-01-01

2.7K

OAAI

Halko, N.; Martinsson, P. G.; Tropp, J. A.

CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples

COMMUNICATIONS OF THE ACM

IF12.2

2010-12-01

330

PREAI

Needell, Deanna; Tropp, Joel A.

Computational Methods for Sparse Solution of Linear Inverse Problems

PROCEEDINGS OF THE IEEE

IF25.9

2010-06-01

894

OAAI

Tropp, Joel A.; Wright, Stephen J.

Imaging Considerations for In Vivo 13C Metabolic Mapping Using Hyperpolarized 13C-Pyruvate 使用超极化13C-丙酮酸盐进行体内13C代谢映射的成像注意事项

MAGNETIC RESONANCE IN MEDICINE

IF3

2009-03-24

121

OAAI

Yen, Y-F.; Kohler, S. J.; Chen, A. P.; Tropp, J.; Bok, R.; Wolber, J.; Albers, M. J.; Gram, K. A.; Zierhut, M. L.; Park, I.; Zhang, V.; Hu, S.; Nelson, S. J.; Vigneron, D. B.; Kurhanewicz, J.; Dirven, H. A. A. M.; Hurd, R. E.

A tutorial on fast fourier sampling

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2008-03-01

PREAI

Gilbert, Anna C.; Strauss, Martin J.; Tropp, Joel A.

In vivo 13carbon metabolic imaging at 3T with hyperpolarized 13C-1-pyruvate 超极化13c-1-丙酮酸在3T的体内13碳代谢成像

MAGNETIC RESONANCE IN MEDICINE

IF3

2007-07-20

201

OAAI

Kohler, S. J.; Yen, Y.; Wolber, J.; Chen, A. P.; Albers, M. J.; Bok, R.; Zhang, V.; Tropp, J.; Nelson, S.; Vigneron, D. B.; Kurhanewicz, J.; Hurd, R. E.

Algorithms for simultaneous sparse approximation. Part II: Convex relaxation 同时稀疏逼近的算法。第二部分: 凸松弛

SIGNAL PROCESSING

IF3.6

2006-03-01

553

PREAI

Tropp, JA

Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit 同时稀疏逼近的算法。第一部分: 贪婪的追求

SIGNAL PROCESSING

IF3.6

2006-03-01

1.2K