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@article{DBLP:journals/juq/AfkhamDH23, author = {Babak Maboudi Afkham and Yiqiu Dong and Per Christian Hansen}, title = {Uncertainty Quantification of Inclusion Boundaries in the Context of X-Ray Tomography}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {31--61}, year = {2023}, url = {https://doi.org/10.1137/21m1433782}, doi = {10.1137/21M1433782}, timestamp = {Sat, 25 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/AfkhamDH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/AllenGZ23, author = {Sam Allen and David Ginsbourger and Johanna Ziegel}, title = {Evaluating Forecasts for High-Impact Events Using Transformed Kernel Scores}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {906--940}, year = {2023}, url = {https://doi.org/10.1137/22m1532184}, doi = {10.1137/22M1532184}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/AllenGZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/AlsupP23, author = {Terrence Alsup and Benjamin Peherstorfer}, title = {Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {285--319}, year = {2023}, url = {https://doi.org/10.1137/21m1445594}, doi = {10.1137/21M1445594}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/AlsupP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/AudouzeKBMNY23, author = {Christophe Audouze and Aaron Klein and Adrian Butscher and Nigel J. W. Morris and Prasanth Nair and Masayuki Yano}, title = {Robust Level-Set-Based Topology Optimization Under Uncertainties Using Anchored {ANOVA} Petrov-Galerkin Method}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {877--905}, year = {2023}, url = {https://doi.org/10.1137/22m1524722}, doi = {10.1137/22M1524722}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/AudouzeKBMNY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/BaderHKMQS23, author = {Seif Ben Bader and Helmut Harbrecht and Rolf Krause and Michael D. Multerer and Alessio Quaglino and Marc Schmidlin}, title = {Space-time Multilevel Quadrature Methods and their Application for Cardiac Electrophysiology}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1329--1356}, year = {2023}, url = {https://doi.org/10.1137/21m1418320}, doi = {10.1137/21M1418320}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/BaderHKMQS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/BishopM23, author = {Adrian N. Bishop and Pierre Del Moral}, title = {Robust Kalman and Bayesian Set-Valued Filtering and Model Validation for Linear Stochastic Systems}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {389--425}, year = {2023}, url = {https://doi.org/10.1137/22m1481270}, doi = {10.1137/22M1481270}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/BishopM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/BlanchetScallietDGH23, author = {Christophette Blanchet{-}Scalliet and Bruno Demory and Thierry Gonon and C{\'{e}}line Helbert}, title = {Gaussian Process Regression on Nested Spaces}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {426--451}, year = {2023}, url = {https://doi.org/10.1137/21m1445053}, doi = {10.1137/21M1445053}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/BlanchetScallietDGH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/BungertW23, author = {Leon Bungert and Philipp Wacker}, title = {Complete Deterministic Dynamics and Spectral Decomposition of the Linear Ensemble Kalman Inversion}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {320--357}, year = {2023}, url = {https://doi.org/10.1137/21m1429461}, doi = {10.1137/21M1429461}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/BungertW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/CarteeFNHV23, author = {Elliot Cartee and Antonio Farah and April Nellis and Jacob Van Hook and Alexander Vladimirsky}, title = {Quantifying and Managing Uncertainty in Piecewise-Deterministic Markov Processes}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {814--847}, year = {2023}, url = {https://doi.org/10.1137/20m1357275}, doi = {10.1137/20M1357275}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/CarteeFNHV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/ChakKP23, author = {Martin Chak and Nikolas Kantas and Grigorios A. Pavliotis}, title = {On the Generalized Langevin Equation for Simulated Annealing}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {139--167}, year = {2023}, url = {https://doi.org/10.1137/21m1462970}, doi = {10.1137/21M1462970}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/ChakKP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/ChenA23, author = {Yian Chen and Mihai Anitescu}, title = {Scalable Physics-Based Maximum Likelihood Estimation Using Hierarchical Matrices}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {682--725}, year = {2023}, url = {https://doi.org/10.1137/21m1458880}, doi = {10.1137/21M1458880}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/ChenA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/ChernovS23, author = {Alexey Chernov and Erik Marc Schetzke}, title = {A Simple, Bias-free Approximation of Covariance Functions by the Multilevel Monte Carlo Method Having Nearly Optimal Complexity}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {941--969}, year = {2023}, url = {https://doi.org/10.1137/22m1506845}, doi = {10.1137/22M1506845}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/ChernovS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/DeveneyMS23, author = {Teo Deveney and Eike Hermann M{\"{u}}ller and Tony Shardlow}, title = {Deep Surrogate Accelerated Delayed-Acceptance Hamiltonian Monte Carlo for Bayesian Inference of Spatio-Temporal Heat Fluxes in Rotating Disc Systems}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {970--995}, year = {2023}, url = {https://doi.org/10.1137/22m1513113}, doi = {10.1137/22M1513113}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/DeveneyMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Dia23, author = {Ben Mansour Dia}, title = {A Continuation Method in Bayesian Inference}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {646--681}, year = {2023}, url = {https://doi.org/10.1137/19m130251x}, doi = {10.1137/19M130251X}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/Dia23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Edeling23, author = {Wouter Edeling}, title = {On the Deep Active-Subspace Method}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {62--90}, year = {2023}, url = {https://doi.org/10.1137/21m1463240}, doi = {10.1137/21M1463240}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/Edeling23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/EhreFFPS23, author = {Max Ehre and Rafael Flock and Martin Fu{\ss}eder and Iason Papaioannou and Daniel Straub}, title = {Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {358--388}, year = {2023}, url = {https://doi.org/10.1137/22m1484031}, doi = {10.1137/22M1484031}, timestamp = {Sat, 27 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/EhreFFPS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/EverinkDA23, author = {Jasper M. Everink and Yiqiu Dong and Martin S. Andersen}, title = {Bayesian Inference with Projected Densities}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {1025--1043}, year = {2023}, url = {https://doi.org/10.1137/22m150695x}, doi = {10.1137/22M150695X}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/EverinkDA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/GlaubitzGS23, author = {Jan Glaubitz and Anne Gelb and Guohui Song}, title = {Generalized Sparse Bayesian Learning and Application to Image Reconstruction}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {262--284}, year = {2023}, url = {https://doi.org/10.1137/22m147236x}, doi = {10.1137/22M147236X}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/GlaubitzGS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/GoncharovBD23, author = {Fedor Goncharov and Eric Barat and Thomas Dautremer}, title = {Nonparametric Posterior Learning for Emission Tomography}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {452--479}, year = {2023}, url = {https://doi.org/10.1137/21m1463367}, doi = {10.1137/21M1463367}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/GoncharovBD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/HaberstichNP23, author = {C{\'{e}}cile Haberstich and Anthony Nouy and Guillaume Perrin}, title = {Active Learning of Tree Tensor Networks using Optimal Least Squares}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {848--876}, year = {2023}, url = {https://doi.org/10.1137/21m1415911}, doi = {10.1137/21M1415911}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/HaberstichNP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/HalonenP23, author = {Vilho Halonen and Ilkka P{\"{o}}l{\"{o}}nen}, title = {Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1258--1277}, year = {2023}, url = {https://doi.org/10.1137/22m1538855}, doi = {10.1137/22M1538855}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/HalonenP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/HengJLT23, author = {Jeremy Heng and Ajay Jasra and Kody J. H. Law and Alexander Tarakanov}, title = {On Unbiased Estimation for Discretized Models}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {616--645}, year = {2023}, url = {https://doi.org/10.1137/21m1460788}, doi = {10.1137/21M1460788}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/HengJLT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/HoopKNS23, author = {Maarten V. de Hoop and Nikola B. Kovachki and Nicholas H. Nelsen and Andrew M. Stuart}, title = {Convergence Rates for Learning Linear Operators from Noisy Data}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {480--513}, year = {2023}, url = {https://doi.org/10.1137/21m1442942}, doi = {10.1137/21M1442942}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/HoopKNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Jahn23, author = {Tim Jahn}, title = {Noise Level Free Regularization of General Linear Inverse Problems under Unconstrained White Noise}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {591--615}, year = {2023}, url = {https://doi.org/10.1137/22m1506675}, doi = {10.1137/22M1506675}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/Jahn23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Karvonen23, author = {Toni Karvonen}, title = {Asymptotic Bounds for Smoothness Parameter Estimates in Gaussian Process Interpolation}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1225--1257}, year = {2023}, url = {https://doi.org/10.1137/22m149288x}, doi = {10.1137/22M149288X}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/Karvonen23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Kerleguer23, author = {Baptiste Kerleguer}, title = {Multifidelity Surrogate Modeling for Time-Series Outputs}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {514--539}, year = {2023}, url = {https://doi.org/10.1137/20m1386694}, doi = {10.1137/20M1386694}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/Kerleguer23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Kretschmann23, author = {Remo Kretschmann}, title = {Are Minimizers of the Onsager-Machlup Functional Strong Posterior Modes?}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1105--1138}, year = {2023}, url = {https://doi.org/10.1137/23m1546579}, doi = {10.1137/23M1546579}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/Kretschmann23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/LambleyS23, author = {Hefin Lambley and Timothy John Sullivan}, title = {An Order-Theoretic Perspective on Modes and Maximum {A} Posteriori Estimation in Bayesian Inverse Problems}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1195--1224}, year = {2023}, url = {https://doi.org/10.1137/22m154243x}, doi = {10.1137/22M154243X}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/LambleyS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/LiY23, author = {Yao Li and Yaping Yuan}, title = {Sensitivity Analysis of Quasi-Stationary Distributions (QSDs) of Mass-Action Systems}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1164--1194}, year = {2023}, url = {https://doi.org/10.1137/22m1535875}, doi = {10.1137/22M1535875}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/LiY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/LvYWD23, author = {Shurui Lv and Jun Yu and Yan Wang and Jiang Du}, title = {Fast Calibration for Computer Models with Massive Physical Observations}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {1069--1104}, year = {2023}, url = {https://doi.org/10.1137/22m153673x}, doi = {10.1137/22M153673X}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/LvYWD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/LykkegaardDFMS23, author = {Mikkel Bue Lykkegaard and Tim J. Dodwell and Colin Fox and G. Mingas and Robert Scheichl}, title = {Multilevel Delayed Acceptance {MCMC}}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {1--30}, year = {2023}, url = {https://doi.org/10.1137/22m1476770}, doi = {10.1137/22M1476770}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/LykkegaardDFMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/MadrigalCianciNT23, author = {Juan P. Madrigal{-}Cianci and Fabio Nobile and Ra{\'{u}}l Tempone}, title = {Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis-Hastings}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {91--138}, year = {2023}, url = {https://doi.org/10.1137/21m1420927}, doi = {10.1137/21M1420927}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/MadrigalCianciNT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Milz23, author = {Johannes Milz}, title = {Reliable Error Estimates for Optimal Control of Linear Elliptic PDEs with Random Inputs}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1139--1163}, year = {2023}, url = {https://doi.org/10.1137/22m1503889}, doi = {10.1137/22M1503889}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/Milz23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/PapandreouCGD23, author = {Yanni Papandreou and Jon Cockayne and Mark Girolami and Andrew B. Duncan}, title = {Theoretical Guarantees for the Statistical Finite Element Method}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1278--1307}, year = {2023}, url = {https://doi.org/10.1137/21m1463963}, doi = {10.1137/21M1463963}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/PapandreouCGD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/PatilB23, author = {Prerna Patil and Hessam Babaee}, title = {Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic Boundary Conditions}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {727--756}, year = {2023}, url = {https://doi.org/10.1137/21m1468097}, doi = {10.1137/21M1468097}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/PatilB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/PetitBFV23, author = {S{\'{e}}bastien Petit and Julien Bect and Paul Feliot and Emmanuel V{\'{a}}zquez}, title = {Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1308--1328}, year = {2023}, url = {https://doi.org/10.1137/21m1444710}, doi = {10.1137/21M1444710}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/PetitBFV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/PritchardP23, author = {Nathaniel Pritchard and Vivak Patel}, title = {Towards Practical Large-Scale Randomized Iterative Least Squares Solvers through Uncertainty Quantification}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {996--1024}, year = {2023}, url = {https://doi.org/10.1137/22m1515057}, doi = {10.1137/22M1515057}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/PritchardP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/SchillingsTW23, author = {Claudia Schillings and Claudia Totzeck and Philipp Wacker}, title = {Ensemble-Based Gradient Inference for Particle Methods in Optimization and Sampling}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {757--787}, year = {2023}, url = {https://doi.org/10.1137/22m1533281}, doi = {10.1137/22M1533281}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/SchillingsTW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/SchwabZ23, author = {Christoph Schwab and Jakob Zech}, title = {Deep Learning in High Dimension: Neural Network Expression Rates for Analytic Functions in {\textbackslash}({\textbackslash}pmb\{L2({\textbackslash}mathbb\{R\}d,{\textbackslash}gamma{\_}d)\}{\textbackslash})}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {199--234}, year = {2023}, url = {https://doi.org/10.1137/21m1462738}, doi = {10.1137/21M1462738}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/SchwabZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/SpenceW23, author = {Euan A. Spence and Jared Wunsch}, title = {Wavenumber-Explicit Parametric Holomorphy of Helmholtz Solutions in the Context of Uncertainty Quantification}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {567--590}, year = {2023}, url = {https://doi.org/10.1137/22m1486170}, doi = {10.1137/22M1486170}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/SpenceW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/SpillerWTA23, author = {Elaine T. Spiller and Robert L. Wolpert and Pablo Tierz and Taylor G. Asher}, title = {The Zero Problem: Gaussian Process Emulators for Range-Constrained Computer Models}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {2}, pages = {540--566}, year = {2023}, url = {https://doi.org/10.1137/21m1467420}, doi = {10.1137/21M1467420}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/SpillerWTA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/Spokoiny23, author = {Vladimir G. Spokoiny}, title = {Dimension Free Nonasymptotic Bounds on the Accuracy of High-Dimensional Laplace Approximation}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {1044--1068}, year = {2023}, url = {https://doi.org/10.1137/22m1495688}, doi = {10.1137/22M1495688}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/Spokoiny23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/TongS23, author = {Shanyin Tong and Georg Stadler}, title = {Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {3}, pages = {788--813}, year = {2023}, url = {https://doi.org/10.1137/22m1524758}, doi = {10.1137/22M1524758}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/TongS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/TravellettiGL23, author = {C{\'{e}}dric Travelletti and David Ginsbourger and Niklas Linde}, title = {Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {168--198}, year = {2023}, url = {https://doi.org/10.1137/21m1445028}, doi = {10.1137/21M1445028}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/TravellettiGL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/WuCG23, author = {Keyi Wu and Peng Chen and Omar Ghattas}, title = {A Fast and Scalable Computational Framework for Large-Scale High-Dimensional Bayesian Optimal Experimental Design}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {1}, pages = {235--261}, year = {2023}, url = {https://doi.org/10.1137/21m1466499}, doi = {10.1137/21M1466499}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/WuCG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/YerramilliICA23, author = {Suraj Yerramilli and Akshay Iyer and Wei Chen and Daniel W. Apley}, title = {Fully Bayesian Inference for Latent Variable Gaussian Process Models}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {11}, number = {4}, pages = {1357--1381}, year = {2023}, url = {https://doi.org/10.1137/22m1525600}, doi = {10.1137/22M1525600}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/juq/YerramilliICA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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