Probabilistic linear solvers: a unifying view
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Publication:2302454
DOI10.1007/s11222-019-09897-7zbMath1435.62027arXiv1810.03398OpenAlexW2972396506WikidataQ127282543 ScholiaQ127282543MaRDI QIDQ2302454
Philipp Hennig, Ilse C. F. Ipsen, Jon Cockayne, Simon Bartels
Publication date: 26 February 2020
Published in: Statistics and Computing (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1810.03398
Computational methods for problems pertaining to statistics (62-08) Bayesian inference (62F15) Iterative numerical methods for linear systems (65F10) Probabilistic methods, stochastic differential equations (65C99)
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Cites Work
- Unnamed Item
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- Convergence rates of Gaussian ODE filters
- A Bayesian conjugate gradient method (with discussion)
- A probabilistic model for the numerical solution of initial value problems
- Krylov subspace recycling for sequences of shifted linear systems
- Probabilistic Interpretation of Linear Solvers
- The Subgroup Algorithm for Generating Uniform Random Variables
- GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems
- Numerical Optimization
- Fully Symmetric Kernel Quadrature
- Bayesian Probabilistic Numerical Methods
- Probabilistic numerics and uncertainty in computations