Alessio Spantini

According to our database, Alessio Spantini authored at least 8 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Computing f -divergences and distances of high-dimensional probability density functions.

Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini

Numer. Linear Algebra Appl., May, 2023

2022

Certified dimension reduction in nonlinear Bayesian inverse problems.

Olivier Zahm, Tiangang Cui, Kody J. H. Law, Alessio Spantini, Youssef M. Marzouk

Math. Comput., 2022

2021

Computing f-Divergences and Distances of High-Dimensional Probability Density Functions - Low-Rank Tensor Approximations.

Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini

CoRR, 2021

2020

Greedy inference with structure-exploiting lazy maps.

Michael Brennan, Daniele Bigoni, Olivier Zahm, Alessio Spantini, Youssef M. Marzouk

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Inference via Low-Dimensional Couplings.

Alessio Spantini, Daniele Bigoni, Youssef M. Marzouk

J. Mach. Learn. Res., 2018

A Stein variational Newton method.

Gianluca Detommaso, Tiangang Cui, Youssef M. Marzouk, Alessio Spantini, Robert Scheichl

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Goal-Oriented Optimal Approximations of Bayesian Linear Inverse Problems.

Alessio Spantini, Tiangang Cui, Karen Willcox, Luis Tenorio, Youssef M. Marzouk

SIAM J. Sci. Comput., 2017

2015

Optimal Low-rank Approximations of Bayesian Linear Inverse Problems.

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

SIAM J. Sci. Comput., 2015