Stabilized BFGS approximate Kalman filter

by Bibov, Alexander, Haario, Heikki, Solonen, Antti
Published 2015

Randomize-Then-Optimize: A Method for Sampling from Posterior Distributions in Nonlinear Inverse Problems

by Bardsley, Johnathan M., Solonen, Antti, Haario, Heikki, Laine, Marko
Published 2014

On dimension reduction in Gaussian filters

by Hakkarainen, Janne, Solonen, Antti, Cui, Tiangang, Marzouk, Youssef M
Published 2016

Likelihood-informed dimension reduction for nonlinear inverse problems

by Martin, J., Cui, Tiangang, Marzouk, Youssef M., Solonen, Antti, Spantini, Alessio
Published 2015

Bayesian Inverse Problems with L[subscript 1] Priors: A Randomize-Then-Optimize Approach

by Bardsley, Johnathan M., Solonen, Antti, Cui, Tiangang, Wang, Zheng, Marzouk, Youssef M
Published 2018

Optimal Low-rank Approximations of Bayesian Linear Inverse Problems

by Spantini, Alessio, Solonen, Antti, Cui, Tiangang, Martin, James, Tenorio, Luis, Marzouk, Youssef M.
Published 2016