Fides: Reliable trust-region optimization for parameter estimation of ordinary differential equation models.
Fabian FröhlichPeter K. SorgerPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- parameter estimation
- statistical models
- model selection
- ordinary differential equations
- markov random field
- maximum likelihood
- least squares
- trust region
- em algorithm
- approximate inference
- optimization problems
- structure learning
- maximum likelihood estimation
- optimization algorithm
- dynamic systems
- expectation maximization
- optimization methods
- computer vision
- integer programming
- mathematical models
- graphical models
- lower bound