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Youssef Marzouk

Ensemble-based data assimilation via nonlinear couplings
Likelihood-free Bayesian inference via couplings
Learning non-Gaussian graphical models via Hessian scores and triangular transport
A low-rank nonlinear ensemble filter for vortex models of aerodynamic flows
An adaptive transport framework for joint and conditional density estimation
Learning non-Gaussian graphical models
Conditional Sampling With Monotone GANs
High-dimensional ensemble filtering with nonlinear local couplings
Coupling techniques for nonlinear ensemble filtering
Optimal approximations of coupling in multidisciplinary models
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting