Concepedia

Alessio Spantini

AS

Statistics

Publications

9

Citations

413

H-Index

9

Active since

2014

Affiliations

Massachusetts Institute of Technology(Current)

American Institute of Aeronautics and Astronautics

Lappeenranta-Lahti University of Technology

Colorado School of Mines

Monash University

Alessio Spantini is an author at Massachusetts Institute of Technology specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningStatisticsStatistical InferenceUncertainty QuantificationComputer ScienceInverse ProblemsState EstimationSignal Processing

Publications per year

2014–2022

9

Publications

9

Likelihood-informed dimension reduction for nonlinear inverse problems

Tiangang Cui, J. L. Martín, Youssef Marzouk et al. · Inverse Problems · 2014 · 144 citations · Full text

Coupling Techniques for Nonlinear Ensemble Filtering

Alessio Spantini, Ricardo Baptista, Youssef Marzouk · SIAM Review · 2022 · 60 citations

State Estimation, Nonlinear Filtering, Machine Learning +15

Certified dimension reduction in nonlinear Bayesian inverse problems

Olivier Zahm, Tiangang Cui, Kody J. H. Law et al. · Mathematics of Computation · 2022 · 58 citations · Full text

Bayesian Decision Theory, Engineering, Bayesian Inverse Problems +16

An introduction to sampling via measure transport

Youssef Marzouk, Tarek Moselhy, Matthew Parno et al. · arXiv (Cornell University) · 2016 · 48 citations · Full text

A Stein variational Newton method

Gianluca Detommaso, Tiangang Cui, Alessio Spantini et al. · arXiv (Cornell University) · 2018 · 42 citations · Full text

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