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Stochastic Learning of Computational Resource Usage as Graph-Structured Multimarginal Schrödinger Bridge
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Computation of Robust Option Prices via Structured Multimarginal Martingale Optimal Transport
Linn Engström, Sigrid Källblad and Johan Karlsson SIAM Journal on Financial Mathematics 16(3) 988 (2025) https://doi.org/10.1137/24M1670573
Quantifying Distributional Model Risk in Marginal Problems via Optimal Transport
SHAM-OT: rapid subhalo abundance matching with optimal transport
Silvan Fischbacher, Tomasz Kacprzak, Luis Fernando Machado Poletti Valle and Alexandre Refregier Monthly Notices of the Royal Astronomical Society: Letters 542(1) L53 (2025) https://doi.org/10.1093/mnrasl/slaf062
Multicausal Transport: Barycenters and Dynamic Matching
Beatrice Acciaio, Daniel Kršek and Gudmund Pammer SIAM Journal on Financial Mathematics 16(3) 1104 (2025) https://doi.org/10.1137/24M1634096
Graph-Structured Tensor Optimization for Nonlinear Density Control and Mean Field Games
Axel Ringh, Isabel Haasler, Yongxin Chen and Johan Karlsson SIAM Journal on Control and Optimization 62(4) 2176 (2024) https://doi.org/10.1137/23M1571587
Monge–Kantorovich optimal transport through constrictions and flow-rate constraints
A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems
Florian Beier, Johannes von Lindheim, Sebastian Neumayer and Gabriele Steidl Journal of Mathematical Imaging and Vision 65(3) 394 (2023) https://doi.org/10.1007/s10851-022-01126-7
Scalable Computation of Dynamic Flow Problems via Multimarginal Graph-Structured Optimal Transport
Multi-marginal Gromov–Wasserstein transport and barycentres
Florian Beier, Robert Beinert and Gabriele Steidl Information and Inference: A Journal of the IMA 12(4) 2753 (2023) https://doi.org/10.1093/imaiai/iaad041
Mean Field Type Control With Species Dependent Dynamics via Structured Tensor Optimization
Ensemble Riemannian data assimilation: towards large-scale dynamical systems
Sagar K. Tamang, Ardeshir Ebtehaj, Peter Jan van Leeuwen, Gilad Lerman and Efi Foufoula-Georgiou Nonlinear Processes in Geophysics 29(1) 77 (2022) https://doi.org/10.5194/npg-29-77-2022
Distributionally Robust Linear and Discrete Optimization with Marginals
Nikita A. Gladkov, Alexander V. Kolesnikov and Alexander P. Zimin Journal of Mathematical Analysis and Applications 506(2) 125666 (2022) https://doi.org/10.1016/j.jmaa.2021.125666
Задача Канторовича оптимальной транспортировки мер: новые направления исследований
An Optimal Transport Approach to Personalized Federated Learning
Farzan Farnia, Amirhossein Reisizadeh, Ramtin Pedarsani and Ali Jadbabaie IEEE Journal on Selected Areas in Information Theory 3(2) 162 (2022) https://doi.org/10.1109/JSAIT.2022.3182355
Inference With Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach
Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson and Yongxin Chen IEEE Transactions on Automatic Control 67(9) 4483 (2022) https://doi.org/10.1109/TAC.2022.3172268
Accelerating the Sinkhorn Algorithm for Sparse Multi-Marginal Optimal Transport via Fast Fourier Transforms
Multimarginal Optimal Transport with a Tree-Structured Cost and the Schrödinger Bridge Problem
Isabel Haasler, Axel Ringh, Yongxin Chen and Johan Karlsson SIAM Journal on Control and Optimization 59(4) 2428 (2021) https://doi.org/10.1137/20M1320195
Multi-Marginal Optimal Transport and Probabilistic Graphical Models
Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson and Yongxin Chen IEEE Transactions on Information Theory 67(7) 4647 (2021) https://doi.org/10.1109/TIT.2021.3077465
Control and Estimation of Ensembles via Structured Optimal Transport
Detecting and modeling critical dependence structures between random inputs of computer models
Nazih Benoumechiara, Nicolas Bousquet, Bertrand Michel and Philippe Saint-Pierre Dependence Modeling 8(1) 263 (2020) https://doi.org/10.1515/demo-2020-0016
Multi-marginal optimal transport using partial information with applications in robust localization and sensor fusion
On multistochastic Monge–Kantorovich problem, bitwise operations, and fractals
Nikita A. Gladkov, Alexander V. Kolesnikov and Alexander P. Zimin Calculus of Variations and Partial Differential Equations 58(5) (2019) https://doi.org/10.1007/s00526-019-1610-4
Generalized incompressible flows, multi-marginal transport and Sinkhorn algorithm
Second-Order Models for Optimal Transport and Cubic Splines on the Wasserstein Space
Jean-David Benamou, Thomas O. Gallouët and François-Xavier Vialard Foundations of Computational Mathematics 19(5) 1113 (2019) https://doi.org/10.1007/s10208-019-09425-z
Nonexistence of Optimal Transport Maps for the Multimarginal Repulsive Harmonic Cost
Augusto Gerolin, Anna Kausamo and Tapio Rajala SIAM Journal on Mathematical Analysis 51(3) 2359 (2019) https://doi.org/10.1137/18M1186514
Interpolating between matching and hedonic pricing models