Greedy inference with structure-exploiting lazy maps

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Greedy inference with structure-exploiting lazy maps

31 May 2019

Michael C. Brennan

Alessio Spantini

Youssef Marzouk

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Papers citing "Greedy inference with structure-exploiting lazy maps"

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Title
A unified performance analysis of likelihood-informed subspace methods Tiangang Cui X. Tong 232 29 0 07 Jan 2021
Deep composition of tensor-trains using squared inverse Rosenblatt transportsFoundations of Computational Mathematics (FoCM), 2020 Tiangang Cui S. Dolgov OT 196 38 0 14 Jul 2020
Data-Driven Forward Discretizations for Bayesian InversionInverse Problems (IP), 2020 Daniele Bigoni Yuming Chen Nicolas García Trillos Youssef Marzouk D. Sanz-Alonso AI4CE 144 11 0 18 Mar 2020
BayesFlow: Learning complex stochastic models with invertible neural networksIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Stefan T. Radev U. Mertens A. Voss Lynton Ardizzone Ullrich Kothe BDL 564 237 0 13 Mar 2020
Projected Stein Variational Gradient DescentNeural Information Processing Systems (NeurIPS), 2020 Peng Chen Omar Ghattas BDL 305 75 0 09 Feb 2020
Kernel Methods for Bayesian Elliptic Inverse Problems on Manifolds J. Harlim D. Sanz-Alonso Ruiyi Yang 138 24 0 23 Oct 2019
Coupling techniques for nonlinear ensemble filteringSIAM Review (SIAM Rev.), 2019 Alessio Spantini Ricardo Baptista Youssef Marzouk 312 81 0 30 Jun 2019