Randomized algorithms of maximum likelihood estimation with spatial autoregressive models for large-scale networks.
Miaoqi LiEmily Lei KangPublished in: Stat. Comput. (2019)
Keyphrases
- maximum likelihood estimation
- randomized algorithms
- autoregressive model
- maximum likelihood
- approximation algorithms
- em algorithm
- parameter estimation
- expectation maximization
- lower bound
- probability distribution
- autoregressive
- practical problems
- randomized algorithm
- worst case
- learning algorithm
- image quality
- least squares
- wavelet domain
- optical flow
- reinforcement learning