Regularized maximum likelihood estimation of sparse stochastic monomolecular biochemical reaction networks.
Hong JangKwang-Ki K. KimRichard D. BraatzR. Bhushan GopaluniJay H. LeePublished in: Comput. Chem. Eng. (2016)
Keyphrases
- maximum likelihood estimation
- maximum likelihood
- em algorithm
- parameter estimation
- mixture of gaussians
- expectation maximization
- probability distribution
- boltzmann machine
- multivariate gaussian
- signal transduction pathways
- least squares
- regularized least squares
- computer vision
- poisson noise
- generative model
- higher order
- nearest neighbor
- image sequences
- image segmentation