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Multi-marginal optimal transport and probabilistic graphical models
We study multi-marginal optimal transport problems from a probabilistic graphical model
perspective. We point out an elegant connection between the two when the underlying cost …
perspective. We point out an elegant connection between the two when the underlying cost …
Constrained overdamped Langevin dynamics for symmetric multimarginal optimal transportation
The Strictly Correlated Electrons (SCE) limit of the Levy–Lieb functional in Density
Functional Theory (DFT) gives rise to a symmetric multi-marginal optimal transport problem …
Functional Theory (DFT) gives rise to a symmetric multi-marginal optimal transport problem …
Kinetic correlation functionals from the entropic regularization of the strictly correlated electrons problem
In this work, we study the entropic regularization of the strictly correlated electrons formalism,
discussing the implications for density functional theory and establishing a link with earlier …
discussing the implications for density functional theory and establishing a link with earlier …
A sinkhorn-type algorithm for constrained optimal transport
Entropic optimal transport (OT) and the Sinkhorn algorithm have made it practical for
machine learning practitioners to perform the fundamental task of calculating transport …
machine learning practitioners to perform the fundamental task of calculating transport …
Variational Embedding for Quantum Many‐Body Problems
Quantum embedding theories are powerful tools for approximately solving large‐scale,
strongly correlated quantum many‐body problems. The main idea of quantum embedding is …
strongly correlated quantum many‐body problems. The main idea of quantum embedding is …
Efficient and exact multimarginal optimal transport with pairwise costs
We address the numerical solution to multimarginal optimal transport (MMOT) with pairwise
costs. MMOT, as a natural extension from the classical two-marginal optimal transport, has …
costs. MMOT, as a natural extension from the classical two-marginal optimal transport, has …
A global optimization approach for multimarginal optimal transport problems with Coulomb cost
In this work, we construct a novel numerical method for solving the multimarginal optimal
transport problems with Coulomb cost. This type of optimal transport problem arises in …
transport problems with Coulomb cost. This type of optimal transport problem arises in …
Grand-canonical optimal transport
We study a generalization of the multi-marginal optimal transport problem, which has no
fixed number of marginals N and is inspired of statistical mechanics. It consists in optimizing …
fixed number of marginals N and is inspired of statistical mechanics. It consists in optimizing …
Scalable semidefinite programming approach to variational embedding for quantum many-body problems
In quantum embedding theories, a quantum many-body system is divided into localized
clusters of sites which are treated with an accurate 'high-level'theory and glued together self …
clusters of sites which are treated with an accurate 'high-level'theory and glued together self …
[PDF][PDF] An ODE characterisation of multi-marginal optimal transport
The purpose of this paper is to introduce a new numerical method to solve multi-marginal
optimal transport problems with pairwise interaction costs. The complexity of multi-marginal …
optimal transport problems with pairwise interaction costs. The complexity of multi-marginal …