Accelerating the diffusion-based ensemble sampling by non-reversible dynamics.
Futoshi FutamiIssei SatoMasashi SugiyamaPublished in: ICML (2020)
Keyphrases
- imbalanced data
- cellular automata
- anisotropic diffusion
- dynamical systems
- cellular automaton
- sampling algorithm
- ensemble learning
- network dynamics
- diffusion process
- random sampling
- dynamic model
- markov chain
- neural network
- reaction diffusion
- learning algorithm
- training set
- support vector
- classifier ensemble
- nonlinear diffusion
- tensor field
- diffusion processes
- ensemble methods
- edge detection
- multiscale
- information diffusion
- training data
- feature selection
- multiple classifiers
- sampling strategy
- base classifiers
- monte carlo