Global contractivity for Langevin dynamics with distribution-dependent forces and uniform in time propagation of chaos
From MaRDI portal
Publication:6596215
DOI10.1214/22-AIHP1337MaRDI QIDQ6596215
Publication date: 2 September 2024
Published in: Annales de l'Institut Henri Poincaré. Probabilités et Statistiques (Search for Journal in Brave)
Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Diffusion processes (60J60) Stochastic methods (Fokker-Planck, Langevin, etc.) applied to problems in time-dependent statistical mechanics (82C31)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Reflection couplings and contraction rates for diffusions
- Lectures on convex optimization
- Contractions in the 2-Wasserstein length space and thermalization of granular media
- Uniform long-time and propagation of chaos estimates for mean field kinetic particles in non-convex landscapes
- Short and long time behavior of the Fokker-Planck equation in a confining potential and applications
- Stationary solutions of the Vlasov-Fokker-Planck equation: existence, characterization and phase-transition
- Hypocoercivity for kinetic equations with linear relaxation terms
- A non-Maxwellian steady distribution for one-dimensional granular media
- On long time asymptotics of the Vlasov-Fokker-Planck equation and of the Vlasov-Poisson-Fokker-Planck system with Coulombic and Newtonian potentials
- The Vlasov-Fokker-Planck equation in non-convex landscapes: convergence to equilibrium
- Convergence to equilibrium in Wasserstein distance for Fokker-Planck equations
- Logarithmic Sobolev inequalities for some nonlinear PDE's.
- Hypoelliptic estimates and spectral theory for Fokker-Planck operators and Witten Laplacians
- Isotropic hypoelliptic and trend to equilibrium for the Fokker-Planck equation with a high-degree potential
- Large and moderate deviations and exponential convergence for stochastic damping Hamiltonian systems.
- Kinetic equilibration rates for granular media and related equations: entropy dissipation and mass transportation estimates
- Uniform convergence to equilibrium for granular media
- The kinetic Fokker-Planck equation with mean field interaction
- Mean-field Langevin dynamics and energy landscape of neural networks
- Convergence rates for the Vlasov-Fokker-Planck equation and uniform in time propagation of chaos in non convex cases
- Propagation of chaos: a review of models, methods and applications. I: Models and methods
- Propagation of chaos: a review of models, methods and applications. II: Applications
- On sampling from a log-concave density using kinetic Langevin diffusions
- Couplings and quantitative contraction rates for Langevin dynamics
- Long-time behaviour and propagation of chaos for mean field kinetic particles
- Probabilistic approach for granular media equations in the non-uniformly convex case
- Rate of convergence for ergodic continuous Markov processes: Lyapunov versus Poincaré
- Ergodicity for SDEs and approximations: locally Lipschitz vector fields and degenerate noise.
- Large-time behavior in non-symmetric Fokker-Planck equations
- Hypocoercivity
- Analysis and Geometry of Markov Diffusion Operators
- Trend to equilibrium and particle approximation for a weakly selfconsistent Vlasov-Fokker-Planck equation
- A mean field view of the landscape of two-layer neural networks
- Trainability and Accuracy of Artificial Neural Networks: An Interacting Particle System Approach
- An elementary approach to uniform in time propagation of chaos
- Stochastic Processes and Applications
- Hypocoercivity for linear kinetic equations conserving mass
- A CLASS OF MARKOV PROCESSES ASSOCIATED WITH NONLINEAR PARABOLIC EQUATIONS
Related Items (3)
Contraction and convergence rates for discretized kinetic Langevin dynamics ⋮ Contraction rate estimates of stochastic gradient kinetic Langevin integrators ⋮ Constrained dynamics, stochastic numerical methods and the modeling of complex systems. Abstracts from the workshop held May 26--31, 2024
This page was built for publication: Global contractivity for Langevin dynamics with distribution-dependent forces and uniform in time propagation of chaos
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6596215)
