Capturing actionable dynamics with structured latent ordinary differential equations.
Paidamoyo ChapfuwaSherri RoseLawrence CarinEdward MeedsRicardo HenaoPublished in: UAI (2022)
Keyphrases
- ordinary differential equations
- differential equations
- dynamical systems
- dynamic systems
- phase space
- genetic regulatory networks
- numerical integration
- numerical solution
- mathematical models
- partial differential equations
- biological systems
- artificial intelligence
- latent variables
- data sets
- finite element
- gene regulatory networks
- knowledge discovery
- probabilistic model
- image analysis
- feature selection
- taylor series