Sequential Monte Carlo method for parameter estimation in diffusion models of affinity-based biosensors.
Manohar ShamaiahXiaohu ShenHaris VikaloPublished in: ICASSP (2011)
Keyphrases
- parameter estimation
- monte carlo method
- diffusion models
- posterior distribution
- maximum likelihood estimation
- markov chain
- diffusion model
- information diffusion
- bayesian learning
- maximum likelihood
- monte carlo
- least squares
- markov chain monte carlo
- social networks
- markov random field
- em algorithm
- model selection
- prior model
- viral marketing
- pairwise
- expectation maximization
- approximate inference
- probability distribution
- anisotropic diffusion
- experimental data
- optical flow