Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics.
Benjamin J. ZhangYoussef M. MarzoukKonstantinos SpiliopoulosPublished in: Stat. Comput. (2022)
Keyphrases
- initial conditions
- three dimensional
- convergence rate
- physical processes
- dynamic model
- image processing
- case study
- faster convergence
- convergence speed
- iterative algorithms
- geometric information
- weight update
- data sets
- recurrent networks
- stochastic approximation
- geometric features
- geometric constraints
- dynamical systems
- mobile robot
- evolutionary algorithm
- computer vision
- machine learning