We study the JKO scheme for the total variation, characterize the optimizers, prove some of their qualitative properties (in particular a form of maximum principle and in some cases, a minimum principle as well). Finally, we establish a convergence result as the time step goes to zero to a solution of a fourth-order nonlinear evolution equation, under the additional assumption that the density remains bounded away from zero, this lower bound is shown in dimension one and in the radially symmetric case
International audienceIn this article we set up a splitting variant of the JKO scheme in order to ha...
Gradient flows in the Wasserstein space have become a powerful tool in the analysis of diffusion equ...
Taking advantage of the Benamou-Brenier dynamic formulation of optimal transport, we propose a conve...
We study the JKO scheme for the total variation, characterize the optimizers, prove some of their qu...
We study the JKO scheme for the total variation, characterize the optimizers, prove some of their qu...
In this talk, we present a study of the JKO scheme for the total variation functional. In particular...
International audienceWe study the JKO scheme for the total variation, characterize the optimizers, ...
A wide range of diffusion equations can be interpreted as gradient flow with respect to Wasserstein ...
We consider a nonlinear fourth-order diffusion equation that arises in denoising of image densities....
We consider a nonlinear fourth-order diffusion equation that arises in denoising of image densities....
International audienceWe analyze some parabolic PDEs with different drift terms which are gradient f...
International audienceWe analyze some parabolic PDEs with different drift terms which are gradient f...
We analyze some parabolic PDEs with different drift terms which are gradient flows in the Wasserstei...
We analyze some parabolic PDEs with different drift terms which are gradient flows in the Wasserstei...
International audienceIn this article we set up a splitting variant of the JKO scheme in order to ha...
International audienceIn this article we set up a splitting variant of the JKO scheme in order to ha...
Gradient flows in the Wasserstein space have become a powerful tool in the analysis of diffusion equ...
Taking advantage of the Benamou-Brenier dynamic formulation of optimal transport, we propose a conve...
We study the JKO scheme for the total variation, characterize the optimizers, prove some of their qu...
We study the JKO scheme for the total variation, characterize the optimizers, prove some of their qu...
In this talk, we present a study of the JKO scheme for the total variation functional. In particular...
International audienceWe study the JKO scheme for the total variation, characterize the optimizers, ...
A wide range of diffusion equations can be interpreted as gradient flow with respect to Wasserstein ...
We consider a nonlinear fourth-order diffusion equation that arises in denoising of image densities....
We consider a nonlinear fourth-order diffusion equation that arises in denoising of image densities....
International audienceWe analyze some parabolic PDEs with different drift terms which are gradient f...
International audienceWe analyze some parabolic PDEs with different drift terms which are gradient f...
We analyze some parabolic PDEs with different drift terms which are gradient flows in the Wasserstei...
We analyze some parabolic PDEs with different drift terms which are gradient flows in the Wasserstei...
International audienceIn this article we set up a splitting variant of the JKO scheme in order to ha...
International audienceIn this article we set up a splitting variant of the JKO scheme in order to ha...
Gradient flows in the Wasserstein space have become a powerful tool in the analysis of diffusion equ...
Taking advantage of the Benamou-Brenier dynamic formulation of optimal transport, we propose a conve...