ODE2VAE: Deep generative second order ODEs with Bayesian neural networks.
Çagatay YildizMarkus HeinonenHarri LähdesmäkiPublished in: NeurIPS (2019)
Keyphrases
- ordinary differential equations
- neural network
- differential equations
- belief nets
- dynamic systems
- back propagation
- bayesian networks
- higher order
- data driven
- pattern recognition
- generative model
- numerical solution
- fuzzy logic
- bayesian learning
- self organizing maps
- neural network model
- partial differential equations
- neural nets
- mathematical models
- genetic algorithm
- dynamical systems
- multi layer
- fuzzy systems
- maximum likelihood
- recurrent neural networks
- posterior probability
- artificial neural networks
- runge kutta
- biological systems
- decision theory
- mathematical model
- unsupervised learning
- conjugate priors