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Tyler Chen
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Año
Krylov-aware stochastic trace estimation
T Chen, E Hallman
SIAM Journal on Matrix Analysis and Applications 44 (3), 1218-1244, 2023
182023
On the fast convergence of minibatch heavy ball momentum
R Bollapragada, T Chen, R Ward
arXiv preprint arXiv:2206.07553, 2022
172022
Analysis of stochastic Lanczos quadrature for spectrum approximation
T Chen, T Trogdon, S Ubaru
Proceedings of the 38th International Conference on Machine Learning 139 …, 2021
142021
Error bounds for lanczos-based matrix function approximation
T Chen, A Greenbaum, C Musco, C Musco
SIAM Journal on Matrix Analysis and Applications 43 (2), 787-811, 2022
112022
Randomized matrix-free quadrature for spectrum and spectral sum approximation
T Chen, T Trogdon, S Ubaru
arXiv preprint arXiv:2204.01941, 2022
82022
Numerical computation of the equilibrium-reduced density matrix for strongly coupled open quantum systems
T Chen, YC Cheng
The Journal of Chemical Physics 157 (6), 064106, 2022
72022
Predict-and-recompute conjugate gradient variants
T Chen, E Carson
SIAM Journal on Scientific Computing 42 (5), A3084-A3108, 2020
72020
On the convergence rate of variants of the conjugate gradient algorithm in finite precision arithmetic
A Greenbaum, H Liu, T Chen
SIAM Journal on Scientific Computing 43 (5), S496-S515, 2021
62021
Low-memory Krylov subspace methods for optimal rational matrix function approximation
T Chen, A Greenbaum, C Musco, C Musco
SIAM Journal on Matrix Analysis and Applications 44 (2), 670-692, 2023
42023
GMRES, pseudospectra, and Crouzeix’s conjecture for shifted and scaled Ginibre matrices
T Chen, A Greenbaum, T Trogdon
Mathematics of Computation, 2024
22024
Optimal polynomial approximation to rational matrix functions using the Arnoldi algorithm
T Chen, A Greenbaum, N Wellen
arXiv preprint arXiv:2306.17308, 2023
22023
Lanczos-based methods for matrix functions
T Chen
University of Washington, 2022
22022
A posteriori error bounds for the block-Lanczos method for matrix function approximation
Q Xu, T Chen
Numerical Algorithms, 1-25, 2024
12024
Stability of the Lanczos algorithm on matrices with regular spectral distributions
T Chen, T Trogdon
Linear Algebra and its Applications 682, 191-237, 2024
12024
Near-Optimality Guarantees for Approximating Rational Matrix Functions by the Lanczos Method
N Amsel, T Chen, A Greenbaum, C Musco, C Musco
arXiv e-prints, arXiv: 2303.03358, 2023
12023
Non‐asymptotic moment bounds for random variables rounded to non‐uniformly spaced sets
T Chen
Stat, e395, 2021
12021
Near-optimal convergence of the full orthogonalization method
T Chen, G Meurant
arXiv preprint arXiv:2403.07259, 2024
2024
Fixed-sparsity matrix approximation from matrix-vector products
N Amsel, T Chen, F Duman Keles, D Halikias, C Musco, C Musco
arXiv preprint arXiv:2402.09379, 2024
2024
Faster randomized partial trace estimation
T Chen, R Chen, K Li, S Nzeuton, Y Pan, Y Wang
arXiv preprint arXiv:2310.12364, 2023
2023
A spectrum adaptive kernel polynomial method
T Chen
The Journal of Chemical Physics 159 (11), 114101, 2023
2023
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20