Geometric Lower Bounds for Distributed Parameter Estimation Under Communication Constraints.
Yanjun HanAyfer ÖzgürTsachy WeissmanPublished in: IEEE Trans. Inf. Theory (2021)
Keyphrases
- parameter estimation
- lower bound
- communication overhead
- maximum likelihood
- least squares
- markov random field
- communication cost
- statistical models
- em algorithm
- geometric constraints
- lower and upper bounds
- model selection
- parameter estimation algorithm
- expectation maximization
- random fields
- parameters estimation
- upper bound
- parameter values
- posterior distribution
- maximum likelihood estimation
- objective function
- machine learning
- mobile robot
- model fitting
- three dimensional
- feature selection
- parameter estimates
- maximum likelihood estimates
- position estimation