Discretization-free Bayesian inverse problems in distribution spaces
Fuente:
arXiv
Saved in:
| Main Authors: | Calvetti, Daniela, Somersalo, Erkki |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective
by: Calvetti, Daniela, et al.
Published: (2024)
by: Calvetti, Daniela, et al.
Published: (2024)
Dictionary learning methods for brain activity mapping with MEG data
by: Calvetti, Daniela, et al.
Published: (2025)
by: Calvetti, Daniela, et al.
Published: (2025)
An efficient hierarchical Bayesian method for the Kuopio tomography challenge 2023
by: Pragliola, Monica, et al.
Published: (2024)
by: Pragliola, Monica, et al.
Published: (2024)
Spotlight, priorsketching and Bayesian approximation error paradigms
by: Calvetti, Daniela, et al.
Published: (2026)
by: Calvetti, Daniela, et al.
Published: (2026)
Subspace Splitting Fast Sampling from Gaussian Posterior Distributions of Linear Inverse Problems
by: Calvetti, Daniela, et al.
Published: (2025)
by: Calvetti, Daniela, et al.
Published: (2025)
Bayesian dictionary learning estimation of cell membrane permeability from surface pH data
by: Bocchinfuso, Alberto, et al.
Published: (2025)
by: Bocchinfuso, Alberto, et al.
Published: (2025)
Spotlight inversion by orthogonal projections
by: Calvetti, Daniela, et al.
Published: (2025)
by: Calvetti, Daniela, et al.
Published: (2025)
Sparsity-promoting hierarchical Bayesian model for EIT with a blocky target
by: Calvetti, Daniela, et al.
Published: (2024)
by: Calvetti, Daniela, et al.
Published: (2024)
Sparse Dictionary-Based Solution of Dynamic Inverse Problems
by: Mason-Mackay, Aidan, et al.
Published: (2026)
by: Mason-Mackay, Aidan, et al.
Published: (2026)
Local sensitivity analysis for Bayesian inverse problems
by: Dölz, Jürgen, et al.
Published: (2025)
by: Dölz, Jürgen, et al.
Published: (2025)
Data-informed posterior approximation for Bayesian linear inverse problems
by: Li, Haibo
Published: (2026)
by: Li, Haibo
Published: (2026)
Flexible inner-product free Krylov methods for inverse problems
by: Landman, Malena Sabaté
Published: (2025)
by: Landman, Malena Sabaté
Published: (2025)
Fictitious null spaces for improving the solution of injective inverse problems
by: Elvetun, Ole Løseth, et al.
Published: (2024)
by: Elvetun, Ole Løseth, et al.
Published: (2024)
Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation
by: Chung, Julianne, et al.
Published: (2024)
by: Chung, Julianne, et al.
Published: (2024)
Weighted total variation regularization for inverse problems with significant null spaces
by: Burger, Martin, et al.
Published: (2025)
by: Burger, Martin, et al.
Published: (2025)
Solving Bayesian inverse problems via Fisher adaptive Metropolis adjusted Langevin algorithm
by: Wang, Li-Li, et al.
Published: (2025)
by: Wang, Li-Li, et al.
Published: (2025)
Regularization for time-dependent inverse problems: Geometry of Lebesgue-Bochner spaces and algorithms
by: Sarnighausen, Gesa, et al.
Published: (2025)
by: Sarnighausen, Gesa, et al.
Published: (2025)
DeepONet-accelerated Bayesian inversion for moving boundary problems
by: Iglesias, Marco A., et al.
Published: (2025)
by: Iglesias, Marco A., et al.
Published: (2025)
Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach
by: Koval, Karina, et al.
Published: (2024)
by: Koval, Karina, et al.
Published: (2024)
Multilevel Markov Chain Monte Carlo for Bayesian inverse problems for Navier Stokes equation with Lagrangian Observations
by: Yang, Juntao
Published: (2024)
by: Yang, Juntao
Published: (2024)
Greedy techniques for inverse problems
by: Bruno, L. Bruni, et al.
Published: (2025)
by: Bruno, L. Bruni, et al.
Published: (2025)
Quasi-Monte Carlo for Bayesian shape inversion governed by the Poisson problem subject to Gevrey regular domain deformations
by: Djurdjevac, Ana, et al.
Published: (2025)
by: Djurdjevac, Ana, et al.
Published: (2025)
Adaptive operator learning for infinite-dimensional Bayesian inverse problems
by: Gao, Zhiwei, et al.
Published: (2023)
by: Gao, Zhiwei, et al.
Published: (2023)
Randomized Krylov methods for inverse problems
by: Chung, Julianne, et al.
Published: (2025)
by: Chung, Julianne, et al.
Published: (2025)
Lippmann-Schwinger-Lanczos algorithm for inverse scattering problems with unknown reflectivity and loss distributions: One-dimensional Case
by: Zimmerling, Jorn, et al.
Published: (2025)
by: Zimmerling, Jorn, et al.
Published: (2025)
Neural operators for solving nonlinear inverse problems
by: Scherzer, Otmar, et al.
Published: (2025)
by: Scherzer, Otmar, et al.
Published: (2025)
Lecture note on inverse problems and reconstruction methods
by: Machida, Manabu
Published: (2024)
by: Machida, Manabu
Published: (2024)
Data-driven Morozov regularization of inverse problems
by: Haltmeier, Markus, et al.
Published: (2023)
by: Haltmeier, Markus, et al.
Published: (2023)
Separation-free exponential fitting with structured noise, with applications to inverse problems in parabolic PDEs
by: Katz, Rami, et al.
Published: (2025)
by: Katz, Rami, et al.
Published: (2025)
A Bayesian Approach to Modeling Finite Element Discretization Error
by: Poot, Anne, et al.
Published: (2023)
by: Poot, Anne, et al.
Published: (2023)
Convergence analysis of contrast source inversion type methods for acoustic inverse medium scattering problems
by: Hu, Qiao, et al.
Published: (2025)
by: Hu, Qiao, et al.
Published: (2025)
Dimension and model reduction approaches for linear Bayesian inverse problems with rank-deficient prior covariances
by: König, Josie, et al.
Published: (2025)
by: König, Josie, et al.
Published: (2025)
Regularization of linear inverse problems by rational Krylov methods
by: Kindermann, Stefan
Published: (2026)
by: Kindermann, Stefan
Published: (2026)
Preconditioned pseudo-time continuation for parameterized inverse problems
by: Hart, Joseph, et al.
Published: (2025)
by: Hart, Joseph, et al.
Published: (2025)
Discrete harmonics for stream function-vorticity Stokes problem
by: Dubois, François, et al.
Published: (2024)
by: Dubois, François, et al.
Published: (2024)
An inverse obstacle scattering problem with passive data in the time domain
by: Liu, Xiaoli, et al.
Published: (2024)
by: Liu, Xiaoli, et al.
Published: (2024)
Constructing probing functions for direct sampling methods for inverse scattering problems with limited-aperture data: finite space framework and deep probing network
by: Ning, Jianfeng, et al.
Published: (2024)
by: Ning, Jianfeng, et al.
Published: (2024)
A neural operator framework for solving inverse scattering problems
by: Chenu, Victor, et al.
Published: (2026)
by: Chenu, Victor, et al.
Published: (2026)
Variational Bayes' method for functions with applications to some inverse problems
by: Jia, Junxiong, et al.
Published: (2019)
by: Jia, Junxiong, et al.
Published: (2019)
Computational identification of the source domain in an inverse problem of potential theory
by: Vabishchevich, P. N.
Published: (2025)
by: Vabishchevich, P. N.
Published: (2025)
Similar Items
-
Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective
by: Calvetti, Daniela, et al.
Published: (2024) -
Dictionary learning methods for brain activity mapping with MEG data
by: Calvetti, Daniela, et al.
Published: (2025) -
An efficient hierarchical Bayesian method for the Kuopio tomography challenge 2023
by: Pragliola, Monica, et al.
Published: (2024) -
Spotlight, priorsketching and Bayesian approximation error paradigms
by: Calvetti, Daniela, et al.
Published: (2026) -
Subspace Splitting Fast Sampling from Gaussian Posterior Distributions of Linear Inverse Problems
by: Calvetti, Daniela, et al.
Published: (2025)