Uniform-in-time propagation of chaos for the mean-field gradient Langevin dynamics.
Taiji SuzukiAtsushi NitandaDenny WuPublished in: ICLR (2023)
Keyphrases
- markov random field
- statistical mechanics
- dynamical systems
- dynamic model
- particle swarm optimization
- belief networks
- markov networks
- variational methods
- neural network
- control system
- bayesian inference
- immune network
- chaos theory
- linear complexity
- gradient information
- chaotic systems
- closed form
- higher order
- upper bound
- bayesian networks