Mean-Field Langevin Dynamics : Exponential Convergence and Annealing.
Lénaïc ChizatPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- linear complexity
- initial conditions
- simulated annealing
- markov random field
- dynamic model
- convergence rate
- statistical mechanics
- monte carlo
- dynamical systems
- convergence speed
- iterative algorithms
- fixed point
- em algorithm
- data sets
- information theory
- faster convergence
- probabilistic model
- highly nonlinear
- learning algorithm