Distributed Parameter Estimation With Random Observation Matrices and Communication Graphs.
Jiexiang WangTao LiXiwei ZhangPublished in: ECC (2020)
Keyphrases
- parameter estimation
- communication overhead
- communication cost
- least squares
- maximum likelihood
- model selection
- statistical models
- markov random field
- em algorithm
- parameter estimation algorithm
- approximate inference
- random fields
- maximum likelihood estimation
- parameter values
- model fitting
- expectation maximization
- posterior distribution
- structure learning
- gibbs sampling
- position estimation
- parameters estimation
- higher order
- directed graph
- parameter estimates
- estimation problems