An Information Theoretic Approach for Collaborative Distributed Parameter Estimation.
Xinyi TongTianren PengShao-Lun HuangPublished in: ISIT (2023)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- markov random field
- statistical models
- geographically dispersed
- model selection
- parameter estimation algorithm
- random fields
- posterior distribution
- expectation maximization
- model fitting
- structure learning
- parameter values
- approximate inference
- maximum likelihood estimation
- estimation problems
- collaborative learning
- parameters estimation
- similarity measure