Cover Image

Randomized Krylov methods for inverse problems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chung, Julianne, Gazzola, Silvia
Format:	Preprint
Published:	2025
Subjects:	Numerical Analysis
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

New flexible and inexact Golub-Kahan algorithms for inverse problems
by: Landman, Malena Sabaté, et al.
Published: (2025)

Randomized and Inner-product Free Krylov Methods for Large-scale Inverse Problems
by: Landman, Malena Sabaté, et al.
Published: (2025)

Regularization of linear inverse problems by rational Krylov methods
by: Kindermann, Stefan
Published: (2026)

Randomized Flexible LSQR and LSMR with applications to inverse problems
by: Bucci, Alberto, et al.
Published: (2026)

Flexible inner-product free Krylov methods for inverse problems
by: Landman, Malena Sabaté
Published: (2025)

Efficient gradient-based methods for bilevel learning via recycling Krylov subspaces
by: Ehrhardt, Matthias J., et al.
Published: (2024)

Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation
by: Chung, Julianne, et al.
Published: (2024)

Efficient sampling approaches based on generalized Golub-Kahan methods for large-scale hierarchical Bayesian inverse problems
by: Buser, Elle, et al.
Published: (2025)

Optimal Space-Variant Anisotropic Tikhonov Regularization for Full Waveform Inversion of Sparse Data
by: Gholami, Ali, et al.
Published: (2025)

Randomized orthogonalization and Krylov subspace methods: principles and algorithms
by: de Damas, Jean-Guillaume, et al.
Published: (2025)

Alternating steepest descent methods for tensor completion with applications to spectromicroscopy
by: Townsend, Oliver, et al.
Published: (2025)

Randomized block Krylov method for approximation of truncated tensor SVD
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)

Krylov and core transformation algorithms for an inverse eigenvalue problem to compute recurrences of multiple orthogonal polynomials
by: Faghih, Amin, et al.
Published: (2025)

Restoring similarity in randomized Krylov methods with applications to eigenvalue problems and matrix functions
by: Grigori, Laura, et al.
Published: (2026)

Deterministic sketching for Krylov subspace methods
by: Bergermann, Kai
Published: (2026)

Reconstruction of the observable universe from the integrated Sachs-Wolfe effect
by: Chung, Julianne, et al.
Published: (2025)

Lecture note on inverse problems and reconstruction methods
by: Machida, Manabu
Published: (2024)

Connecting randomized iterative methods with Krylov subspaces
by: Sun, Yonghan, et al.
Published: (2025)

TRIPs-Py: Techniques for Regularization of Inverse Problems in Python
by: Pasha, Mirjeta, et al.
Published: (2024)

Variational Bayes' method for functions with applications to some inverse problems
by: Jia, Junxiong, et al.
Published: (2019)

Convergence analysis of contrast source inversion type methods for acoustic inverse medium scattering problems
by: Hu, Qiao, et al.
Published: (2025)

Factorized Krylov subspace methods for solving large Sylvester equations
by: Satake, Yuki, et al.
Published: (2026)

Optimising seismic imaging design parameters via bilevel learning
by: Downing, Shaunagh, et al.
Published: (2023)

Open problems and perspectives on solving Friedrichs systems by Krylov approximation
by: Caruso, Noe Angelo, et al.
Published: (2024)

Transfer function interpolation remainder formula of rational Krylov subspace methods
by: Lin, Yiding
Published: (2021)

Latent Space Inference via Paired Autoencoders
by: Hart, Emma, et al.
Published: (2026)

A scalable preconditioning framework for stabilized contact mechanics with hydraulically active fractures
by: Franceschini, Andrea, et al.
Published: (2021)

A novel model reduction method to solve inverse problems of parabolic type
by: Zhang, Wenlong, et al.
Published: (2024)

A novel direct imaging method for passive inverse obstacle scattering problem
by: Yin, Yunwen, et al.
Published: (2024)

A data-assisted two-stage method for the inverse random source problem
by: Li, Peijun, et al.
Published: (2023)

A spectral boundary element method for acoustic interference problems
by: Falletta, Silvia, et al.
Published: (2025)

Minimal residual rational Krylov subspace method for sequences of shifted linear systems
by: Daas, Hussam Al, et al.
Published: (2025)

A rational Krylov methods for large scale linear multidimensional dynamical systems
by: Barkouki, Houda, et al.
Published: (2024)

Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations
by: Bouyghf, F., et al.
Published: (2024)

Efficient iterative methods for hyperparameter estimation in large-scale linear inverse problems
by: Hall-Hooper, Khalil A, et al.
Published: (2023)

Statistical comparison of reconstruction methods for the inverse boundary problem of the one-dimensional wave equation
by: Agenorwoth, Samuel, et al.
Published: (2026)

Extending the explicit constraint force method to inverse problems
by: Rowan, Conor
Published: (2025)

An iterative constraint energy minimizing generalized multiscale finite element method for contact problem
by: Li, Zishang, et al.
Published: (2024)

Randomized Tensor Krylov Subspace Methods via Sketched Einstein Product with Applications to Image and Video Restoration
by: Badahmane, Achraf
Published: (2026)

Greedy techniques for inverse problems
by: Bruno, L. Bruni, et al.
Published: (2025)