Joel A. Tropp
California Institute of Technology
H-index: 61
North America-United States
Top articles of Joel A. Tropp
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Efficient error and variance estimation for randomized matrix computations | SIAM Journal on Scientific Computing | Ethan N Epperly Joel A Tropp | 2024/2/29 |
Randomized matrix computations: Themes and variations | arXiv preprint arXiv:2402.17873 | Anastasia Kireeva Joel A Tropp | 2024/2/27 |
Sparse random Hamiltonians are quantumly easy | Physical Review X | Chi-Fang Chen Alexander M Dalzell Mario Berta Fernando GSL Brandão Joel A Tropp | 2024/2/9 |
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation | SIAM Journal on Matrix Analysis and Applications | Ethan N Epperly Joel A Tropp Robert J Webber | 2024/3/31 |
Randomized algorithms for low-rank matrix approximation: Design, analysis, and applications | arXiv preprint arXiv:2306.12418 | Joel A Tropp Robert J Webber | 2023/6/21 |
Robust, randomized preconditioning for kernel ridge regression | arXiv preprint arXiv:2304.12465 | Mateo Díaz Ethan N Epperly Zachary Frangella Joel A Tropp Robert J Webber | 2023/4/24 |
Probability Theory & Computational Mathematics | Joel A Tropp | 2023 | |
Probability in High Dimensions | Joel A Tropp | 2023 | |
Randomized nyström preconditioning | SIAM Journal on Matrix Analysis and Applications | Zachary Frangella Joel A Tropp Madeleine Udell | 2023/6/30 |
Learning to forecast dynamical systems from streaming data | SIAM Journal on Applied Dynamical Systems | Dimitrios Giannakis Amelia Henriksen Joel A Tropp Rachel Ward | 2023/6/30 |
Sharp phase transitions in Euclidean integral geometry | arXiv preprint arXiv:2208.13919 | Martin Lotz Joel A Tropp | 2022/8/29 |
Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations | arXiv preprint arXiv:2207.06503 | Yifan Chen Ethan N Epperly Joel A Tropp Robert J Webber | 2022/7/13 |
Jackknife variability estimation for randomized matrix computations | arXiv preprint arXiv:2207.06342 | Ethan N Epperly JOEL A Tropp | 2022 |
Randomized block Krylov methods for approximating extreme eigenvalues | Numerische Mathematik | Joel A Tropp | 2022/1 |
Matrix concentration for products | Foundations of Computational Mathematics | De Huang Jonathan Niles-Weed Joel A Tropp Rachel Ward | 2022/12 |
Scalable semidefinite programming | SIAM Journal on Mathematics of Data Science | Alp Yurtsever Joel A Tropp Olivier Fercoq Madeleine Udell Volkan Cevher | 2021 |
Technical Report No. 2018-02 June 2021 | JOEL A TROPP | 2021/6/14 | |
Binary component decomposition part I: the positive-semidefinite case | SIAM Journal on Mathematics of Data Science | Richard Kueng Joel A Tropp | 2021 |
From Poincaré inequalities to nonlinear matrix concentration | De Huang Joel A Tropp | 2021/5 | |
An optimal-storage approach to semidefinite programming using approximate complementarity | SIAM Journal on Optimization | Lijun Ding Alp Yurtsever Volkan Cevher Joel A Tropp Madeleine Udell | 2021 |
