Distributed Parameter Estimation with Quantized Communication via Running Average.
Shanying ZhuYeng Chai SohLihua XiePublished in: CoRR (2014)
Keyphrases
- parameter estimation
- communication overhead
- maximum likelihood
- model selection
- communication cost
- least squares
- em algorithm
- statistical models
- markov random field
- random fields
- posterior distribution
- parameter estimation algorithm
- parameter values
- expectation maximization
- estimation problems
- maximum likelihood estimation
- approximate inference
- gibbs sampling
- model fitting
- higher order
- structure learning
- position estimation
- parameters estimation