The paper proves transportation inequalities for probability measures on spheres for the Wasserstein metrics with respect to cost functions that are powers of the geodesic distance. Let $\mu$ be a probability measure on the sphere ${\bf S}^n$ of the form $d\mu =e^{-U(x)}dx$ where $dx$ is the rotation invariant probability measure, and $(n-1)I+{\hbox{Hess}}\,U\geq {\kappa_U}I$, where $\kappa_U>0$. Then any probability measure $\nu$ of finite relative entropy with respect to $\mu$ satisfies ${\hbox{Ent}}(\nu\mid\mu) \geq (\kappa_U/2)W_2(\nu, \mu )^2$. The proof uses an explicit formula for the relative entropy which is also valid on connected and compact $C^\infty$ smooth Riemannian manifolds without boundary. A variation of this entropy form...
We study a generalization of the Bakry-\'Emery pointwise gradient estimate for the heat semigroup an...
AbstractThe Dirichlet form on the loop group Le(G) with respect to the heat measure defines a Laplac...
International audienceAn asymptotic expansion for ergodic integrals and limit theorems are obtained ...
The paper considers the Euler system of PDE on a smooth compact Riemannian manifold of positive curv...
AbstractIn this paper we study quadratic transportation cost inequalities. To this end we introduce ...
AbstractFor stochastic differential equations with jumps, we prove that W1H transportation inequalit...
We continue our investigation on the transportation-information inequalities $W_pI$ for a symmetric ...
International audienceIn this paper, one investigates the following type of transportation-informati...
We study Sinkhorn's algorithm for solving the entropically regularized optimal transport problem. It...
AbstractIn this work we establish some types of transportation cost inequalities for two kinds of pr...
AbstractLet G be a connected Lie group with the Lie algebra G. The action of Cameron–Martin space H(...
Relative entropy with respect to normalized arclength measure on the circle is greater than or equal...
This paper aims at building the theoretical foundations for manifold learning algorithms in the spac...
Optimal transport is an interesting and exciting application of measure theory to optimization and a...
In [1] it is shown that recurrent neural networks (RNNs) can learn - in a metric entropy optimal man...
We study a generalization of the Bakry-\'Emery pointwise gradient estimate for the heat semigroup an...
AbstractThe Dirichlet form on the loop group Le(G) with respect to the heat measure defines a Laplac...
International audienceAn asymptotic expansion for ergodic integrals and limit theorems are obtained ...
The paper considers the Euler system of PDE on a smooth compact Riemannian manifold of positive curv...
AbstractIn this paper we study quadratic transportation cost inequalities. To this end we introduce ...
AbstractFor stochastic differential equations with jumps, we prove that W1H transportation inequalit...
We continue our investigation on the transportation-information inequalities $W_pI$ for a symmetric ...
International audienceIn this paper, one investigates the following type of transportation-informati...
We study Sinkhorn's algorithm for solving the entropically regularized optimal transport problem. It...
AbstractIn this work we establish some types of transportation cost inequalities for two kinds of pr...
AbstractLet G be a connected Lie group with the Lie algebra G. The action of Cameron–Martin space H(...
Relative entropy with respect to normalized arclength measure on the circle is greater than or equal...
This paper aims at building the theoretical foundations for manifold learning algorithms in the spac...
Optimal transport is an interesting and exciting application of measure theory to optimization and a...
In [1] it is shown that recurrent neural networks (RNNs) can learn - in a metric entropy optimal man...
We study a generalization of the Bakry-\'Emery pointwise gradient estimate for the heat semigroup an...
AbstractThe Dirichlet form on the loop group Le(G) with respect to the heat measure defines a Laplac...
International audienceAn asymptotic expansion for ergodic integrals and limit theorems are obtained ...