Knut Solna

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 5

Top Topics

Bayesian Inference

Diffusion Models

Top Venues

Multiscale Model. Simul.

J. Sci. Comput.

Publications

Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. CoRR (2024)
Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. CoRR (2023)
Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. NeurIPS (2023)
Liliana Borcea, Josselin Garnier, Knut Solna
Wave Propagation and Imaging in Moving Random Media. Multiscale Model. Simul. 17 (1) (2019)
Xiaolong Long, Knut Solna, Jack Xin
Based Nonconvex Methods in Constructing Sparse Mean Reverting Portfolios. J. Sci. Comput. 75 (2) (2018)
Shingyu Leung, Gang Liang, Knut Solna, Hongkai Zhao
Expectation-Maximization Algorithm with Local Adaptivity. SIAM J. Imaging Sci. 2 (3) (2009)
Albert Fannjiang, Knut Solna, Pengchong Yan
Synthetic Aperture Imaging of Multiple Point Targets in Rician Fading Media. SIAM J. Imaging Sci. 2 (2) (2009)
Renaud Marty, Knut Solna
Acoustic Waves in Long Range Random Media. SIAM J. Appl. Math. 69 (4) (2009)
Maarten V. de Hoop, Knut Solna
Estimating a Green's Function from "Field-Field" Correlations in a Random Medium. SIAM J. Appl. Math. 69 (4) (2009)
George Papanicolaou, Knut Solna, Leonid Ryzhik
Statistical Stability in Time Reversal. SIAM J. Appl. Math. 64 (4) (2004)
Knut Solna
Acoustic Pulse Spreading in a Random Fractal. SIAM J. Appl. Math. 63 (5) (2003)
George Papanicolaou, Jean-Pierre Fouque, Knut Solna, Ronnie Sircar
Singular Perturbations in Option Pricing. SIAM J. Appl. Math. 63 (5) (2003)
Graeme W. Milton, Knut Solna
Can Mixing Materials Make Electromagnetic Signals Travel Faster? SIAM J. Appl. Math. 62 (6) (2002)