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Multi-marginal optimal transport and probabilistic graphical models

Multi-marginal optimal transport and probabilistic graphical models

IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020
25 June 2020
Isabel Haasler
Rahul Singh
Qinsheng Zhang
Johan Karlsson
Yongxin Chen
    OT
ArXiv (abs)PDFHTML

Papers citing "Multi-marginal optimal transport and probabilistic graphical models"

18 / 18 papers shown
Optimal Multimarginal Schrödinger Bridge: Minimum Spanning Tree over Measure-valued Vertices
Optimal Multimarginal Schrödinger Bridge: Minimum Spanning Tree over Measure-valued Vertices
Georgiy A. Bondar
Abhishek Halder
OT
284
1
0
12 Sep 2025
Neural Estimation for Scaling Entropic Multimarginal Optimal Transport
Neural Estimation for Scaling Entropic Multimarginal Optimal Transport
Dor Tsur
Ziv Goldfeld
Kristjan Greenewald
Haim Permuter
236
2
0
31 May 2025
Contrasting Multiple Representations with the Multi-Marginal Matching
  Gap
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
Zoe Piran
Stephen Zhang
James Thornton
Marco Cuturi
300
9
0
29 May 2024
Data Assimilation for Sign-indefinite Priors: A generalization of
  Sinkhorn's algorithm
Data Assimilation for Sign-indefinite Priors: A generalization of Sinkhorn's algorithm
Anqi Dong
T. Georgiou
A. Tannenbaum
101
7
0
22 Aug 2023
Control and estimation of multi-commodity network flow under aggregation
Control and estimation of multi-commodity network flow under aggregation
Yongxin Chen
T. Georgiou
M. Pavon
OT
91
0
0
11 Jul 2023
Estimating Latent Population Flows from Aggregated Data via Inversing
  Multi-Marginal Optimal Transport
Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal TransportSDM (SDM), 2022
Sikun Yang
H. Zha
OT
213
6
0
30 Dec 2022
Information-Theoretic Equivalence of Entropic Multi-Marginal Optimal Transport: A Theory for Multi-Agent Communication
Shuchan Wang
OT
300
0
0
22 Aug 2022
Hilbert Curve Projection Distance for Distribution Comparison
Hilbert Curve Projection Distance for Distribution ComparisonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Tao Li
Cheng Meng
Hongteng Xu
Jun Yu
452
17
0
30 May 2022
Factored couplings in multi-marginal optimal transport via difference of
  convex programming
Factored couplings in multi-marginal optimal transport via difference of convex programming
Q. Tran
H. Janati
I. Redko
Rémi Flamary
Nicolas Courty
OT
354
2
0
01 Oct 2021
On the complexity of the optimal transport problem with graph-structured
  cost
On the complexity of the optimal transport problem with graph-structured cost
JiaoJiao Fan
Isabel Haasler
Johan Karlsson
Yongxin Chen
OT
292
23
0
01 Oct 2021
Proximal Optimal Transport Modeling of Population Dynamics
Proximal Optimal Transport Modeling of Population DynamicsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Charlotte Bunne
Laetitia Meng-Papaxanthos
Andreas Krause
Marco Cuturi
OT
394
111
0
11 Jun 2021
Neural Monge Map estimation and its applications
Neural Monge Map estimation and its applications
JiaoJiao Fan
Shu Liu
Shaojun Ma
Haomin Zhou
Yongxin Chen
OT
452
37
0
07 Jun 2021
Wasserstein barycenters are NP-hard to compute
Wasserstein barycenters are NP-hard to computeSIAM Journal on Mathematics of Data Science (SIMODS), 2021
Jason M. Altschuler
Enric Boix-Adserà
OT
731
58
0
04 Jan 2021
Hardness results for Multimarginal Optimal Transport problems
Hardness results for Multimarginal Optimal Transport problemsDiscrete Optimization (Discrete Optim.), 2020
Jason M. Altschuler
Enric Boix-Adserà
OT
246
33
0
10 Dec 2020
Learning Hidden Markov Models from Aggregate Observations
Learning Hidden Markov Models from Aggregate Observations
Rahul Singh
Qinsheng Zhang
Yongxin Chen
FedML
256
5
0
23 Nov 2020
Filtering for Aggregate Hidden Markov Models with Continuous
  Observations
Filtering for Aggregate Hidden Markov Models with Continuous Observations
Qinsheng Zhang
Rahul Singh
Yongxin Chen
167
2
0
04 Nov 2020
Polynomial-time algorithms for Multimarginal Optimal Transport problems
  with structure
Polynomial-time algorithms for Multimarginal Optimal Transport problems with structureMathematical programming (Math. Program.), 2020
Jason M. Altschuler
Enric Boix-Adserà
459
34
0
07 Aug 2020
A Family of Pairwise Multi-Marginal Optimal Transports that Define a
  Generalized Metric
A Family of Pairwise Multi-Marginal Optimal Transports that Define a Generalized MetricMachine-mediated learning (ML), 2020
Liang Mi
A. Sheikholeslami
José Bento
OT
399
0
0
29 Jan 2020
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