| A theory of quantum subspace diagonalization EN Epperly, L Lin, Y Nakatsukasa SIAM Journal on Matrix Analysis and Applications 43 (3), 1263-1290, 2022 | 64 | 2022 |
| XTrace: Making the Most of Every Sample in Stochastic Trace Estimation EN Epperly, JA Tropp, RJ Webber SIAM Journal on Matrix Analysis and Applications 45 (1), 1-23, 2024 | 42 | 2024 |
| Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations Y Chen, EN Epperly, JA Tropp, RJ Webber Communications on Pure and Applied Mathematics, 2022 | 40 | 2022 |
| Transient solute drag and strain aging of dislocations EN Epperly, RB Sills Acta Materialia 193, 182-190, 2020 | 22 | 2020 |
| Robust, randomized preconditioning for kernel ridge regression M Díaz, EN Epperly, Z Frangella, JA Tropp, RJ Webber arXiv preprint arXiv:2304.12465, 2023 | 11 | 2023 |
| Efficient error and variance estimation for randomized matrix computations EN Epperly, JA Tropp SIAM Journal on Scientific Computing 46 (1), A508-A528, 2024 | 8* | 2024 |
| (Lᵣ, Lᵣ, 1)-Decompositions, sparse component analysis, and the blind separation of sums of exponentials N Govindarajan, EN Epperly, L De Lathauwer SIAM Journal on Matrix Analysis and Applications 43 (2), 912–938, 2022 | 8 | 2022 |
| Comparison of continuum and cross-core theories of dynamic strain aging EN Epperly, RB Sills Journal of the Mechanics and Physics of Solids 141, 103944, 2020 | 8 | 2020 |
| Kernel quadrature with randomly pivoted Cholesky EN Epperly, E Moreno Advances in Neural Information Processing Systems 36, 65850–65868, 2023 | 7 | 2023 |
| Fast and forward stable randomized algorithms for linear least-squares problems EN Epperly SIAM Journal on Matrix Analysis and Applications 45 (4), 1782-1804, 2024 | 5 | 2024 |
| Superfast direct inversion of the nonuniform discrete Fourier transform via hierarchically semi-separable least squares H Wilber, EN Epperly, AH Barnett arXiv preprint arXiv:2404.13223, 2024 | 5* | 2024 |
| The ESPRIT algorithm under high noise: Optimal error scaling and noisy super-resolution Z Ding, EN Epperly, L Lin, R Zhang 2024 IEEE 65th Annual Symposium on Foundations of Computer Science (FOCS …, 2024 | 4 | 2024 |
| Embrace rejection: Kernel matrix approximation by accelerated randomly pivoted Cholesky EN Epperly, JA Tropp, RJ Webber arXiv preprint arXiv:2410.03969, 2024 | 3 | 2024 |
| Smoothers for matrix-free algebraic multigrid preconditioning of high-order finite elements EN Epperly, AT Barker, RD Falgout Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States …, 2020 | 3 | 2020 |
| Graph-induced rank structures and their representations S Chandrasekaran, EN Epperly, N Govindarajan arXiv preprint arXiv:1911.05858, 2019 | 3 | 2019 |
| Fast randomized least-squares solvers can be just as accurate and stable as classical direct solvers EN Epperly, M Meier, Y Nakatsukasa arXiv preprint arXiv:2406.03468, 2024 | 2 | 2024 |
| Randomized Kaczmarz with tail averaging EN Epperly, G Goldshlager, RJ Webber arXiv preprint arXiv:2411.19877, 2024 | 1 | 2024 |
| Minimal rank completions for overlapping blocks EN Epperly, N Govindarajan, S Chandrasekaran Linear Algebra and its Applications 627, 185-198, 2021 | 1 | 2021 |
| Stable algorithms for general linear systems by preconditioning the normal equations EN Epperly, A Greenbaum, Y Nakatsukasa arXiv preprint arXiv:2502.17767, 2025 | | 2025 |
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechE-mail confirmado em caltech.edu
